2021.9.13 Learning papers

09-09-2021	Supervised Linear Dimension-Reduction Methods: Review, Extensions, and Comparisons by Shaojie Xu et al
09-08-2021	DAE : Discriminatory Auto-Encoder for multivariate time-series anomaly detection in air transportation by Antoine Chevrot et al
09-10-2021	PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams by Li Yang et al
09-08-2021	Uncertainty Quantification and Experimental Design for large-scale linear Inverse Problems under Gaussian Process Priors by Cédric Travelletti et al
09-08-2021	Dual Correction Strategy for Ranking Distillation in Top-N Recommender System by Youngjune Lee et al
09-07-2021	Robust Predictable Control by Benjamin Eysenbach et al
09-09-2021	OPIRL: Sample Efficient Off-Policy Inverse Reinforcement Learning via Distribution Matching by Hana Hoshino et al
09-07-2021	Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression by Canwen Xu et al
09-09-2021	Learning to Teach with Student Feedback by Yitao Liu et al
09-08-2021	Open Aspect Target Sentiment Classification with Natural Language Prompts by Ronald Seoh et al
09-08-2021	Knowledge mining of unstructured information: application to cyber-domain by Tuomas Takko et al
09-10-2021	Mesh convolutional neural networks for wall shear stress estimation in 3D artery models by Julian Suk et al
09-08-2021	Iterated Vector Fields and Conservatism, with Applications to Federated Learning by Zachary Charles et al
09-07-2021	HMSG: Heterogeneous Graph Neural Network based on Metapath Subgraph Learning by Xinjun Cai et al
09-07-2021	CyGIL: A Cyber Gym for Training Autonomous Agents over Emulated Network Systems by Li Li et al
09-08-2021	Convergence of Batch Asynchronous Stochastic Approximation With Applications to Reinforcement Learning by Rajeeva L. Karandikar et al
09-09-2021	Truth Discovery in Sequence Labels from Crowds by Nasim Sabetpour et al
09-07-2021	COCO Denoiser: Using Co-Coercivity for Variance Reduction in Stochastic Convex Optimization by Manuel Madeira et al
09-10-2021	Rapid Model Architecture Adaption for Meta-Learning by Yiren Zhao et al
09-08-2021	DeepAltTrip: Top-k Alternative Itineraries for Trip Recommendation by Syed Md. Mukit Rashid et al
09-08-2021	Signal-domain representation of symbolic music for learning embedding spaces by Mathieu Prang et al
09-07-2021	Predicting Mood Disorder Symptoms with Remotely Collected Videos Using an Interpretable Multimodal Dynamic Attention Fusion Network by Tathagata Banerjee et al
09-07-2021	PAUSE: Positive and Annealed Unlabeled Sentence Embedding by Lele Cao et al
09-08-2021	Detecting Attacks on IoT Devices using Featureless 1D-CNN by Arshiya Khan et al
09-08-2021	Mean-Square Analysis with An Application to Optimal Dimension Dependence of Langevin Monte Carlo by Ruilin Li et al
09-09-2021	QUINT: Node embedding using network hashing by Debajyoti Bera et al
09-09-2021	Query-driven Segment Selection for Ranking Long Documents by Youngwoo Kim et al
09-10-2021	A Study of Joint Graph Inference and Forecasting by Daniel Zügner et al
09-09-2021	Extreme Bandits using Robust Statistics by Sujay Bhatt et al
09-09-2021	Detecting and Mitigating Test-time Failure Risks via Model-agnostic Uncertainty Learning by Preethi Lahoti et al
09-07-2021	Learning Fast Sample Re-weighting Without Reward Data by Zizhao Zhang et al
09-09-2021	Coordinate Descent Methods for DC Minimization by Ganzhao Yuan
09-07-2021	NumGPT: Improving Numeracy Ability of Generative Pre-trained Models by Zhihua Jin et al
09-08-2021	Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis by Ziyi Chen et al
09-09-2021	CINS: Comprehensive Instruction for Few-shot Learning in Task-orientedDialog Systems by Fei Mi et al
09-07-2021	CRNNTL: convolutional recurrent neural network and transfer learning for QSAR modelling by Yaqin Li et al
09-10-2021	Unsupervised classification of simulated magnetospheric regions by Maria Elena Innocenti et al
09-10-2021	ReasonBERT: Pre-trained to Reason with Distant Supervision by Xiang Deng et al
09-08-2021	Highly Scalable and Provably Accurate Classification in Poincare Balls by Eli Chien et al
09-08-2021	A Survey on Machine Learning Techniques for Auto Labeling of Video, Audio, and Text Data by Shikun Zhang et al
09-09-2021	An Experimental Study of Class Imbalance in Federated Learning by C. Xiao et al
09-08-2021	Training Algorithm Matters for the Performance of Neural Network Potential by Yunqi Shao et al
09-09-2021	Ergodic Limits, Relaxations, and Geometric Properties of Random Walk Node Embeddings by Christy Lin et al
09-08-2021	Learning the Physics of Particle Transport via Transformers by Oscar Pastor-Serrano et al
09-10-2021	Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning by Li Zhou et al
09-08-2021	AdjointNet: Constraining machine learning models with physics-based codes by Satish Karra et al
09-08-2021	Model Explanations via the Axiomatic Causal Lens by Vignesh Viswanathan et al
09-09-2021	EEGDnet: Fusing Non-Local and Local Self-Similarity for 1-D EEG Signal Denoising with 2-D Transformer by Peng Yi et al
09-07-2021	BERT based classification system for detecting rumours on Twitter by Rini Anggrainingsih et al
09-09-2021	NeuralFMU: Towards Structural Integration of FMUs into Neural Networks by Tobias Thummerer et al
09-07-2021	On the Convergence of Decentralized Adaptive Gradient Methods by Xiangyi Chen et al
09-10-2021	Box Embeddings: An open-source library for representation learning using geometric structures by Tejas Chheda et al
09-09-2021	ECQxx: Explainability-Driven Quantization for Low-Bit and Sparse DNNs by Daniel Becking et al
09-09-2021	A Systematic Approach to Group Fairness in Automated Decision Making by Corinna Hertweck et al
09-07-2021	Effective and interpretable dispatching rules for dynamic job shops via guided empirical learning by Cristiane Ferreira et al
09-07-2021	Learning to Bid in Contextual First Price Auctions by Ashwinkumar Badanidiyuru et al
09-07-2021	Revisiting Recursive Least Squares for Training Deep Neural Networks by Chunyuan Zhang et al
09-07-2021	Semiparametric Bayesian Networks by David Atienza et al
09-08-2021	Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of Marathi by Saurabh Gaikwad et al
09-08-2021	AppQ: Warm-starting App Recommendation Based on View Graphs by Dan Su et al
09-08-2021	Desiderata for Representation Learning: A Causal Perspective by Yixin Wang et al
09-09-2021	Cross DQN: Cross Deep Q Network for Ads Allocation in Feed by Guogang Liao et al
09-08-2021	Estimating Expected Calibration Errors by Nicolas Posocco et al
09-08-2021	Shuffled Patch-Wise Supervision for Presentation Attack Detection by Alperen Kantarcı et al
09-08-2021	NU:BRIEF -- A Privacy-aware Newsletter Personalization Engine for Publishers by Ernesto Diaz-Aviles et al
09-09-2021	NEAT: Neural Attention Fields for End-to-End Autonomous Driving by Kashyap Chitta et al
09-10-2021	Citizen centric optimal electric vehicle charging stations locations in a full city: case of Malaga by Christian Cintrano et al
09-08-2021	fastMRI+: Clinical Pathology Annotations for Knee and Brain Fully Sampled Multi-Coil MRI Data by Ruiyang Zhao et al
09-07-2021	Online Learning for Cooperative Multi-Player Multi-Armed Bandits by William Chang et al
09-07-2021	Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer by Zeyu Li et al
09-10-2021	Unfolding Projection-free SDP Relaxation of Binary Graph Classifier via GDPA Linearization by Cheng Yang et al
09-10-2021	EfficientCLIP: Efficient Cross-Modal Pre-training by Ensemble Confident Learning and Language Modeling by Jue Wang et al
09-07-2021	Efficient ADMM-based Algorithms for Convolutional Sparse Coding by Farshad G. Veshki et al
09-09-2021	Mapping Research Topics in Software Testing: A Bibliometric Analysis by Alireza Salahirad et al
09-09-2021	Leveraging Local Domains for Image-to-Image Translation by Anthony Dell'Eva et al
09-07-2021	Instance-dependent Label-noise Learning under a Structural Causal Model by Yu Yao et al
09-09-2021	Gradual (In)Compatibility of Fairness Criteria by Corinna Hertweck et al
09-07-2021	Recommend for a Reason: Unlocking the Power of Unsupervised Aspect-Sentiment Co-Extraction by Zeyu Li et al
09-08-2021	Graph-MVP: Multi-View Prototypical Contrastive Learning for Multiplex Graphs by Baoyu Jing et al
09-07-2021	Forward and Inverse models in HCI:Physical simulation and deep learning for inferring 3D finger pose by Roderick Murray-Smith et al
09-07-2021	On the space of coefficients of a Feed Forward Neural Network by Dinesh Valluri et al
09-10-2021	Efficient Locally Optimal Number Set Partitioning for Scheduling, Allocation and Fair Selection by Kaan Gokcesu et al
09-08-2021	Deep Learning for Multi-View Ultrasonic Image Fusion by Georgios Pilikos et al
09-08-2021	Higher Order Kernel Mean Embeddings to Capture Filtrations of Stochastic Processes by Cristopher Salvi et al
09-08-2021	SensiX++: Bringing MLOPs and Multi-tenant Model Serving to Sensory Edge Devices by Chulhong Min et al
09-09-2021	A Large-Scale Study of Machine Translation in the Turkic Languages by Jamshidbek Mirzakhalov et al
09-09-2021	C-MinHash: Practically Reducing Two Permutations to Just One by Xiaoyun Li et al
09-08-2021	Panoptic nuScenes: A Large-Scale Benchmark for LiDAR Panoptic Segmentation and Tracking by Whye Kit Fong et al
09-07-2021	ExCode-Mixed: Explainable Approaches towards Sentiment Analysis on Code-Mixed Data using BERT models by Aman Priyanshu et al
09-08-2021	Where Did You Learn That From? Surprising Effectiveness of Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning by Maziar Gomrokchi et al
09-08-2021	Constants of Motion: The Antidote to Chaos in Optimization and Game Dynamics by Georgios Piliouras et al
09-09-2021	Cartography Active Learning by Mike Zhang et al
09-09-2021	Dynamic Modeling of Hand-Object Interactions via Tactile Sensing by Qiang Zhang et al
09-09-2021	NTS-NOTEARS: Learning Nonparametric Temporal DAGs With Time-Series Data and Prior Knowledge by Xiangyu Sun et al
09-09-2021	Deciphering Environmental Air Pollution with Large Scale City Data by Mayukh Bhattacharyya et al
09-11-2021	Spike2Vec: An Efficient and Scalable Embedding Approach for COVID-19 Spike Sequences by Sarwan Ali; Murray Patterson
09-09-2021	TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting by Haohai Sun et al
09-07-2021	Understanding Model Drift in a Large Cellular Network by Shinan Liu et al
09-08-2021	Initialization for Nonnegative Matrix Factorization: a Comprehensive Review by Sajad Fathi Hafshejani et al
09-09-2021	GNisi: A graph network for reconstructing Ising models from multivariate binarized data by Emma Slade et al
09-08-2021	Deriving Explanation of Deep Visual Saliency Models by Sai Phani Kumar Malladi et al
09-08-2021	FedZKT: Zero-Shot Knowledge Transfer towards Heterogeneous On-Device Models in Federated Learning by Lan Zhang et al
09-08-2021	Forget me not: A Gentle Reminder to Mind the Simple Multi-Layer Perceptron Baseline for Text Classification by Lukas Galke et al
09-08-2021	Axial multi-layer perceptron architecture for automatic segmentation of choroid plexus in multiple sclerosis by Marius Schmidt-Mengin et al
09-08-2021	AgreementLearning: An End-to-End Framework for Learning with Multiple Annotators without Groundtruth by Chongyang Wang et al
09-07-2021	AWGAN: Empowering High-Dimensional Discriminator Output for Generative Adversarial Networks by Mengyu Dai et al
09-07-2021	Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional Connectivity by Simon Dahan et al
09-08-2021	On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC) by Washim Uddin Mondal et al
09-10-2021	Inverse design of 3d molecular structures with conditional generative neural networks by Niklas W. A. Gebauer et al
09-10-2021	Artificial Text Detection via Examining the Topology of Attention Maps by Laida Kushnareva et al
09-07-2021	Using Satellite Imagery and Machine Learning to Estimate the Livelihood Impact of Electricity Access by Nathan Ratledge et al
09-09-2021	Trust your neighbors: A comprehensive survey of neighborhood-based methods for recommender systems by Athanasios N. Nikolakopoulos et al
09-09-2021	Identifying Morality Frames in Political Tweets using Relational Learning by Shamik Roy et al
09-08-2021	Power to the Relational Inductive Bias: Graph Neural Networks in Electrical Power Grids by Martin Ringsquandl et al
09-09-2021	SanitAIs: Unsupervised Data Augmentation to Sanitize Trojaned Neural Networks by Kiran Karra et al
09-08-2021	Distributionally Robust Multilingual Machine Translation by Chunting Zhou et al
09-10-2021	Counterfactual Adversarial Learning with Representation Interpolation by Wei Wang et al
09-09-2021	UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer by Haonan Wang et al
09-10-2021	Automated Machine Learning, Bounded Rationality, and Rational Metareasoning by Eyke Hüllermeier et al
09-10-2021	KNODE-MPC: A Knowledge-based Data-driven Predictive Control Framework for Aerial Robots by Kong Yao Chee et al
09-08-2021	Simplified Quantum Algorithm for the Oracle Identification Problem by Leila Taghavi
09-08-2021	Machine learning modeling of family wide enzyme-substrate specificity screens by Samuel Goldman et al
09-09-2021	Multi-granularity Textual Adversarial Attack with Behavior Cloning by Yangyi Chen et al
09-09-2021	Supervising the Decoder of Variational Autoencoders to Improve Scientific Utility by Liyun Tu et al
09-09-2021	TENET: Temporal CNN with Attention for Anomaly Detection in Automotive Cyber-Physical Systems by S. V. Thiruloga et al
09-10-2021	Integrating Approaches to Word Representation by Yuval Pinter
09-09-2021	AutoSmart: An Efficient and Automatic Machine Learning framework for Temporal Relational Data by Zhipeng Luo et al
09-09-2021	Relating Graph Neural Networks to Structural Causal Models by Matej Zečević et al
09-08-2021	Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection by Shulai Zhang et al
09-08-2021	Deep Reinforcement Learning for Equal Risk Pricing and Hedging under Dynamic Expectile Risk Measures by Saeed Marzban et al
09-08-2021	MaterialsAtlas.org: A Materials Informatics Web App Platform for Materials Discovery and Survey of State-of-the-Art by Jianjun Hu et al
09-07-2021	Optimal Reservoir Operations using Long Short-Term Memory Network by Asha Devi Singh et al
09-07-2021	Simple Video Generation using Neural ODEs by David Kanaa et al
09-08-2021	A robust approach for deep neural networks in presence of label noise: relabelling and filtering instances during training by Anabel Gómez-Ríos et al
09-07-2021	GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition by Zhi Zhang et al
09-09-2021	Bootstrapped Meta-Learning by Sebastian Flennerhag et al
09-08-2021	PowerGym: A Reinforcement Learning Environment for Volt-Var Control in Power Distribution Systems by Ting-Han Fan et al
09-10-2021	Does Pretraining for Summarization Require Knowledge Transfer? by Kundan Krishna et al
09-10-2021	Saliency Guided Experience Packing for Replay in Continual Learning by Gobinda Saha et al
09-08-2021	Juvenile state hypothesis: What we can learn from lottery ticket hypothesis researches? by Di Zhang
09-08-2021	Popularity Adjusted Block Models are Generalized Random Dot Product Graphs by John Koo et al
09-08-2021	On the estimation of discrete choice models to capture irrational customer behaviors by Sanjay Dominik Jena et al
09-09-2021	MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces by Srinagesh Sharma et al
09-09-2021	Quantum Machine Learning for Finance by Marco Pistoia et al
09-09-2021	Fair Conformal Predictors for Applications in Medical Imaging by Charles Lu et al
09-09-2021	Feature-based Individual Fairness in k-Clustering by Debajyoti Kar et al
09-09-2021	SeDyT: A General Framework for Multi-Step Event Forecasting via Sequence Modeling on Dynamic Entity Embeddings by Hongkuan Zhou et al
09-09-2021	SPECTRA: Sparse Structured Text Rationalization by Nuno Miguel Guerreiro et al
09-09-2021	Is Attention Better Than Matrix Decomposition? by Zhengyang Geng et al

09-07-2021	Adversarial Parameter Defense by Multi-Step Risk Minimization by Zhiyuan Zhang et al
09-09-2021	Compositional Affinity Propagation: When Clusters Have Compositional Structure by Jacob Whitehill et al
09-09-2021	All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality by William Timkey et al
09-08-2021	Generation, augmentation, and alignment: A pseudo-source domain based method for source-free domain adaptation by Yuntao Du et al
09-07-2021	ICCAD Special Session Paper: Quantum-Classical Hybrid Machine Learning for Image Classification by Mahabubul Alam et al
09-07-2021	Refinement of Hottopixx and its Postprocessing by Tomohiko Mizutani
09-07-2021	Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud by Michaela Hardt et al
09-08-2021	ADER:Adapting between Exploration and Robustness for Actor-Critic Methods by Bo Zhou et al
09-07-2021	C-MinHash: Rigorously Reducing KK Permutations to Two by Xiaoyun Li et al
09-07-2021	Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling by Frank Po-Chen Lin et al
09-10-2021	Multimodal Federated Learning by Yuchen Zhao et al
09-10-2021	Simulating the Effects of Eco-Friendly Transportation Selections for Air Pollution Reduction by Keiichi Ochiai et al
09-10-2021	FR-Detect: A Multi-Modal Framework for Early Fake News Detection on Social Media Using Publishers Features by Ali Jarrahi et al
09-10-2021	Block Pruning For Faster Transformers by François Lagunas et al
09-08-2021	LSB: Local Self-Balancing MCMC in Discrete Spaces by Emanuele Sansone
09-08-2021	System Optimization in Synchronous Federated Training: A Survey by Zhifeng Jiang et al
09-10-2021	Best-Arm Identification in Correlated Multi-Armed Bandits by Samarth Gupta et al
09-08-2021	Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models by Steven Y. Feng et al
09-10-2021	Dual-State Capsule Networks for Text Classification by Piyumal Demotte et al
09-10-2021	Multi-label Classification of Aircraft Heading Changes Using Neural Network to Resolve Conflicts by Md Siddiqur Rahman et al
09-09-2021	Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data by Massimo Nicosia et al
09-09-2021	ErfAct: Non-monotonic smooth trainable Activation Functions by Koushik Biswas et al
09-10-2021	Active learning for reducing labeling effort in text classification tasks by Pieter Floris Jacobs et al
09-07-2021	Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach by Mahmoud Shoush et al
09-09-2021	Self-supervised Reinforcement Learning with Independently Controllable Subgoals by Andrii Zadaianchuk et al
09-09-2021	Single Image 3D Object Estimation with Primitive Graph Networks by Qian He et al
09-09-2021	Automated Security Assessment for the Internet of Things by Xuanyu Duan et al
09-07-2021	Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering by Chenyu You et al
09-08-2021	Disentangling Alzheimers disease neurodegeneration from typical brain aging using machine learning by Gyujoon Hwang et al
09-08-2021	A Clustering-aided Ensemble Method for Predicting Ridesourcing Demand in Chicago by Xiaojian Zhang et al
09-08-2021	Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow by Zhiding Liang et al
09-08-2021	Fixed Support Tree-Sliced Wasserstein Barycenter by Yuki Takezawa et al
09-07-2021	RoadAtlas: Intelligent Platform for Automated Road Defect Detection and Asset Management by Zhuoxiao Chen et al
09-07-2021	On the Fundamental Trade-offs in Learning Invariant Representations by Bashir Sadeghi et al
09-09-2021	Toward a Perspectivist Turn in Ground Truthing for Predictive Computing by Valerio Basile et al
09-08-2021	On Event-Driven Knowledge Graph Completion in Digital Factories by Martin Ringsquandl et al
09-09-2021	ReLU Regression with Massart Noise by Ilias Diakonikolas et al
09-09-2021	A Fast PC Algorithm with Reversed-order Pruning and A Parallelization Strategy by Kai Zhang et al
09-08-2021	Matrix Completion of World Trade by Gnecco Giorgio et al
09-09-2021	FedCon: A Contrastive Framework for Federated Semi-Supervised Learning by Zewei Long et al
09-09-2021	Notes on Generalizing the Maximum Entropy Principle to Uncertain Data by Kenneth Bogert
09-09-2021	PhysGNN: A Physics-Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image-Guided Neurosurgery by Yasmin Salehi et al
09-09-2021	DROP: Deep relocating option policy for optimal ride-hailing vehicle repositioning by Xinwu Qian et al
09-09-2021	Asynchronous Iterations in Optimization: New Sequence Results and Sharper Algorithmic Guarantees by Hamid Reza Feyzmahdavian et al
09-09-2021	Versions of Gradient Temporal Difference Learning by Donghwan Lee et al
09-09-2021	Bag of Tricks for Optimizing Transformer Efficiency by Ye Lin et al
09-08-2021	Single Plane-Wave Imaging using Physics-Based Deep Learning by Georgios Pilikos et al
09-07-2021	Learning Zero-sum Stochastic Games with Posterior Sampling by Mehdi Jafarnia-Jahromi et al
09-08-2021	Computing on Functions Using Randomized Vector Representations by E. Paxon Frady et al
09-09-2021	Neural Latents Benchmark 21: Evaluating latent variable models of neural population activity by Felix Pei et al
09-08-2021	A Deep Reinforcement Learning Approach for Constrained Online Logistics Route Assignment by Hao Zeng et al
09-10-2021	Knowledge-Aware Meta-learning for Low-Resource Text Classification by Huaxiu Yao et al
09-08-2021	Conservative Policy Construction Using Variational Autoencoders for Logged Data with Missing Values by Mahed Abroshan et al
09-08-2021	SORNet: Spatial Object-Centric Representations for Sequential Manipulation by Wentao Yuan et al
09-09-2021	SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning by Febin Sunny et al
09-07-2021	Few-shot Learning in Emotion Recognition of Spontaneous Speech Using a Siamese Neural Network with Adaptive Sample Pair Formation by Kexin Feng et al
09-07-2021	Text-Free Prosody-Aware Generative Spoken Language Modeling by Eugene Kharitonov et al
09-09-2021	Style Pooling: Automatic Text Style Obfuscation for Improved Classification Fairness by Fatemehsadat Mireshghallah et al
09-09-2021	Learning Opinion Summarizers by Selecting Informative Reviews by Arthur Bražinskas et al
09-09-2021	Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal by Lei Zhu et al
09-07-2021	Hyper Meta-Path Contrastive Learning for Multi-Behavior Recommendation by Haoran Yang et al
09-08-2021	Self-explaining variational posterior distributions for Gaussian Process models by Sarem Seitz
09-08-2021	Priming PCA with EigenGame by Bálint Máté et al
09-10-2021	Self-Attention Channel Combinator Frontend for End-to-End Multichannel Far-field Speech Recognition by Rong Gong et al
09-09-2021	Fixing exposure bias with imitation learning needs powerful oracles by Luca Hormann et al
09-10-2021	Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization by Junpeng Liu et al
09-07-2021	OdoNet: Untethered Speed Aiding for Vehicle Navigation Without Hardware Wheeled Odometer by Hailiang Tang et al
09-10-2021	Unsupervised Change Detection in Hyperspectral Images using Feature Fusion Deep Convolutional Autoencoders by Debasrita Chakraborty et al
09-07-2021	Optimizing model-agnostic Random Subspace ensembles by Vân Anh Huynh-Thu et al
09-10-2021	Fairness without the sensitive attribute via Causal Variational Autoencoder by Vincent Grari et al
09-08-2021	YAHPO Gym -- Design Criteria and a new Multifidelity Benchmark for Hyperparameter Optimization by Florian Pfisterer et al
09-08-2021	EMA: Auditing Data Removal from Trained Models by Yangsibo Huang et al
09-08-2021	Class-conditioned Domain Generalization via Wasserstein Distributional Robust Optimization by Jingge Wang et al
09-10-2021	Heading Estimation Using Ultra-Wideband Received Signal Strength and Gaussian Processes by Daniil Lisus et al
09-10-2021	On the validity of pre-trained transformers for natural language processing in the software engineering domain by Julian von der Mosel et al
09-07-2021	Regularized Learning in Banach Spaces by Liren Huang et al
09-09-2021	Spatially Focused Attack against Spatiotemporal Graph Neural Networks by Fuqiang Liu et al
09-09-2021	Unsupervised Causal Binary Concepts Discovery with VAE for Black-box Model Explanation by Thien Q. Tran et al
09-09-2021	Mining Points of Interest via Address Embeddings: An Unsupervised Approach by Abhinav Ganesan et al
09-08-2021	Diagnostics-Guided Explanation Generation by Pepa Atanasova et al
09-10-2021	Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training by Yu Meng et al
09-09-2021	Modeling Massive Spatial Datasets Using a Conjugate Bayesian Linear Regression Framework by Sudipto Banerjee
09-07-2021	Scale-invariant representation of machine learning by Sungyeop Lee et al
09-08-2021	A Bottom-up method Towards the Automatic and Objective Monitoring of Smoking Behavior In-the-wild using Wrist-mounted Inertial Sensors by Athanasios Kirmizis et al
09-08-2021	Multiscale Laplacian Learning by Ekaterina Merkurjev et al
09-09-2021	Table-based Fact Verification with Salience-aware Learning by Fei Wang et al
09-10-2021	Assessing the Quality of the Datasets by Identifying Mislabeled Samples by Vaibhav Pulastya et al
09-09-2021	Towards Fully Automated Segmentation of Rat Cardiac MRI by Leveraging Deep Learning Frameworks by Daniel Fernandez-Llaneza et al
09-07-2021	Entangled Datasets for Quantum Machine Learning by Louis Schatzki et al
09-10-2021	Multi-agent deep reinforcement learning (MADRL) meets multi-user MIMO systems by Heunchul Lee et al
09-08-2021	Learning the hypotheses space from data through a U-curve algorithm: a statistically consistent complexity regularizer for Model Selection by Diego Marcondes et al
09-10-2021	Neural Networks for Latent Budget Analysis of Compositional Data by Zhenwei Yang et al
09-09-2021	COLUMBUS: Automated Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption by Ahmed Frikha et al
09-09-2021	fGOT: Graph Distances based on Filters and Optimal Transport by Hermina Petric Maretic et al
09-08-2021	Tactile Image-to-Image Disentanglement of Contact Geometry from Motion-Induced Shear by Anupam K. Gupta et al
09-09-2021	Efficiently Identifying Task Groupings for Multi-Task Learning by Christopher Fifty et al
09-09-2021	Differential Privacy in Personalized Pricing with Nonparametric Demand Models by Xi Chen et al
09-10-2021	Enhancing Unsupervised Anomaly Detection with Score-Guided Network by Zongyuan Huang et al
09-10-2021	A Neural Tangent Kernel Perspective of Infinite Tree Ensembles by Ryuichi Kanoh et al
09-08-2021	Active Learning by Acquiring Contrastive Examples by Katerina Margatina et al
09-07-2021	BioNetExplorer: Architecture-Space Exploration of Bio-Signal Processing Deep Neural Networks for Wearables by Bharath Srinivas Prabakaran et al
09-09-2021	Protein Folding Neural Networks Are Not Robust by Sumit Kumar Jha et al
09-09-2021	Projected State-action Balancing Weights for Offline Reinforcement Learning by Jiayi Wang et al
09-09-2021	Incentivizing an Unknown Crowd by Jing Dong et al
09-09-2021	Online Enhanced Semantic Hashing: Towards Effective and Efficient Retrieval for Streaming Multi-Modal Data by Xiao-Ming Wu et al
09-09-2021	Memory semantization through perturbed and adversarial dreaming by Nicolas Deperrois et al
09-09-2021	An objective function for order preserving hierarchical clustering by Daniel Bakkelund
09-09-2021	On the use of Wasserstein metric in topological clustering of distributional data by Guénaël Cabanes et al
09-09-2021	DeepEMO: Deep Learning for Speech Emotion Recognition by Enkhtogtokh Togootogtokh et al
09-08-2021	R2-D2: A Modular Baseline for Open-Domain Question Answering by Martin Fajcik et al
09-08-2021	How do I update my model? On the resilience of Predictive Process Monitoring models to change by Williams Rizzi1 et al
09-08-2021	RepNAS: Searching for Efficient Re-parameterizing Blocks by Mingyang Zhang et al
09-07-2021	Sequential Diagnosis Prediction with Transformer and Ontological Representation by Xueping Peng et al
09-10-2021	Hybrid modeling of the human cardiovascular system using NeuralFMUs by Tobias Thummerer et al
09-10-2021	ProcK: Machine Learning for Knowledge-Intensive Processes by Tobias Jacobs et al
09-07-2021	Optimizing Quantum Variational Circuits with Deep Reinforcement Learning by Owen Lockwood
09-08-2021	Leveraging Code Clones and Natural Language Processing for Log Statement Prediction by Sina Gholamian
09-08-2021	Unsupervised Pre-training with Structured Knowledge for Improving Natural Language Inference by Xiaoyu Yang et al
09-10-2021	Dynamic Collective Intelligence Learning: Finding Efficient Sparse Model via Refined Gradients for Pruned Weights by Jangho Kim et al
09-09-2021	Social Media Monitoring for IoT Cyber-Threats by Sofia Alevizopoulou et al
09-09-2021	Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph by Nuttapong Chairatanakul et al
09-09-2021	Learning from Uneven Training Data: Unlabeled, Single Label, and Multiple Labels by Shujian Zhang et al
09-08-2021	The challenge of reproducible ML: an empirical study on the impact of bugs by Emilio Rivera-Landos et al
09-08-2021	Stationary Density Estimation of It\^o Diffusions Using Deep Learning by Yiqi Gu et al
09-07-2021	Fishr: Invariant Gradient Variances for Out-of-distribution Generalization by Alexandre Rame et al
09-09-2021	Adaptive importance sampling for seismic fragility curve estimation by Clement Gauchy et al
09-09-2021	MATE: Multi-view Attention for Table Transformer Efficiency by Julian Martin Eisenschlos et al
09-10-2021	6MapNet: Representing soccer players from tracking data by a triplet network by Hyunsung Kim et al
09-09-2021	Accounting for Variations in Speech Emotion Recognition with Nonparametric Hierarchical Neural Network by Lance Ying et al
09-09-2021	Estimation of Corporate Greenhouse Gas Emissions via Machine Learning by You Han et al
09-08-2021	Understanding and Preparing Data of Industrial Processes for Machine Learning Applications by Philipp Fleck et al
09-08-2021	Preprocessing and Modeling of Radial Fan Data for Health State Prediction by Florian Holzinger et al
09-08-2021	A Review of Sound Source Localization with Deep Learning Methods by Pierre-Amaury Grumiaux et al
09-07-2021	Tom: Leveraging trend of the observed gradients for faster convergence by Anirudh Maiya et al
09-07-2021	Brand Label Albedo Extraction of eCommerce Products using Generative Adversarial Network by Suman Sapkota et al
09-07-2021	Countering Online Hate Speech: An NLP Perspective by Mudit Chaudhary et al
09-10-2021	Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model by Kuntal Kumar Pal et al
09-08-2021	Local Augmentation for Graph Neural Networks by Songtao Liu et al
09-08-2021	Robust Optimal Classification Trees Against Adversarial Examples by Daniël Vos et al
09-09-2021	Energy Attack: On Transferring Adversarial Examples by Ruoxi Shi et al
09-09-2021	DAE-PINN: A Physics-Informed Neural Network Model for Simulating Differential-Algebraic Equations with Application to Power Networks by Christian Moya et al
09-09-2021	HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints by Sahana Ramnath et al