Week ending 11.25.18 "Learning" papers

11-25-2018	Non-local RoI for Cross-Object Perception by Shou-Yao Roy Tseng et al
11-21-2018	Regularizing by the Variance of the Activations Sample-Variances by Etai Littwin et al
11-21-2018	Distinguishing correlation from causation using genome-wide association studies by Luke J. O'Connor et al
11-24-2018	Streamlining Variational Inference for Constraint Satisfaction Problems by Aditya Grover et al
11-21-2018	Graph Refinement based Tree Extraction using Mean-Field Networks and Graph Neural Networks by Raghavendra Selvan et al
11-25-2018	Foreground Clustering for Joint Segmentation and Localization in Videos and Images by Abhishek Sharma
11-23-2018	Privacy-preserving Transfer Learning for Knowledge Sharing by Xiawei Guo et al
11-23-2018	The Error is the Feature: how to Forecast Lightning using a Model Prediction Error by Christian Schön et al
11-21-2018	Improving PSO Global Method for Feature Selection According to Iterations Global Search and Chaotic Theory by Shahin Pourbahrami
11-21-2018	Integrating Reinforcement Learning to Self Training for Pulmonary Nodule Segmentation in Chest X-rays by Sejin Park et al
11-21-2018	Towards Robust Neural Networks with Lipschitz Continuity by Muhammad Usama et al
11-21-2018	Universal Approximation by a Slim Network with Sparse Shortcut Connections by Fenglei Fan et al
11-22-2018	On dynamic ensemble selection and data preprocessing for multi-class imbalance learning by Rafael M. O. Cruz et al
11-23-2018	Temporally Coherent GANs for Video Super-Resolution (TecoGAN) by Mengyu Chu et al
11-21-2018	How to improve the interpretability of kernel learning by Jinwei Zhao et al
11-23-2018	Nonlinear Regression without i.i.d. Assumption by Qing Xu et al
11-22-2018	TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer by Sicong Huang et al
11-23-2018	Amortized Bayesian inference for clustering models by Ari Pakman et al
11-21-2018	Efficient nonmyopic active search with applications in drug and materials discovery by Shali Jiang et al
11-21-2018	An Off-policy Policy Gradient Theorem Using Emphatic Weightings by Ehsan Imani et al
11-26-2018	Universal Semi-Supervised Semantic Segmentation by Tarun Kalluri et al
11-26-2018	ExpandNets: Exploiting Linear Redundancy to Train Small Networks by Shuxuan Guo et al
11-26-2018	Generalised Differential Privacy for Text Document Processing by Natasha Fernandes et al
11-23-2018	On the Importance of Strong Baselines in Bayesian Deep Learning by Jishnu Mukhoti et al
11-23-2018	Explicit Interaction Model towards Text Classification by Cunxiao Du et al
11-26-2018	Sentence Encoding with Tree-constrained Relation Networks by Lei Yu et al
11-21-2018	Marginal Weighted Maximum Log-likelihood for Efficient Learning of Perturb-and-Map models by Tatiana Shpakova et al
11-21-2018	Sequential Neural Methods for Likelihood-free Inference by Conor Durkan et al
11-25-2018	The promises and pitfalls of Stochastic Gradient Langevin Dynamics by Nicolas Brosse et al
11-22-2018	Bandits with Temporal Stochastic Constraints by Priyank Agrawal et al
11-23-2018	MLModelScope: Evaluate and Measure ML Models within AI Pipelines by Abdul Dakkak et al
11-26-2018	Control with Distributed Deep Reinforcement Learning: Learn a Better Policy by Qihao Liu et al
11-23-2018	Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses by Jérôme Rony et al
11-22-2018	Predicting Diabetes Disease Evolution Using Financial Records and Recurrent Neural Networks by Rafael T. Sousa et al
11-21-2018	SpotTune: Transfer Learning through Adaptive Fine-tuning by Yunhui Guo et al
11-21-2018	Adversarial Classifier for Imbalanced Problems by Ehsan Montahaei et al
11-21-2018	Self-Adversarially Learned Bayesian Sampling by Yang Zhao et al
11-22-2018	Data Augmentation using Random Image Cropping and Patching for Deep CNNs by Ryo Takahashi et al
11-26-2018	A Differential Topological View of Challenges in Learning with Feedforward Neural Networks by Hao Shen
11-23-2018	Representer Point Selection for Explaining Deep Neural Networks by Chih-Kuan Yeh et al
11-23-2018	Interpretable Convolutional Filters with SincNet by Mirco Ravanelli et al
11-26-2018	Rejoinder for Probabilistic Integration: A Role in Statistical Computation? by Francois-Xavier Briol et al
11-22-2018	Revisiting Pre-training: An Efficient Training Method for Image Classification by Bowen Cheng et al
11-22-2018	Deep Neural Network Aided Scenario Identification in Wireless Multi-path Fading Channels by Jun Liu et al
11-21-2018	Multi-layered Graph Embedding with Graph Convolutional Networks by Mahsa Ghorbani et al
11-23-2018	Physics-Informed CoKriging: A Gaussian-Process-Regression-Based Multifidelity Method for Data-Model Convergence by Xiu Yang et al
11-23-2018	Estimation of Inter-Sentiment Correlations Employing Deep Neural Network Models by Xinzhi Wang et al
11-25-2018	Robust Super-Level Set Estimation using Gaussian Processes by Andrea Zanette et al
11-23-2018	Characterizing and Avoiding Negative Transfer by Zirui Wang et al
11-22-2018	Parametric Noise Injection: Trainable Randomness to Improve Deep Neural Network Robustness against Adversarial Attack by Adnan Siraj Rakin et al
11-23-2018	Learning Multiple Defaults for Machine Learning Algorithms by Florian Pfisterer et al
11-25-2018	Poisoning Behavioral Malware Clustering by Battista Biggio et al
11-21-2018	Privacy-Preserving Collaborative Prediction using Random Forests by Irene Giacomelli et al
11-23-2018	On Filter Size in Graph Convolutional Networks by Dinh Van Tran et al
11-26-2018	Deep Ensemble Tensor Factorization for Longitudinal Patient Trajectories Classification by Edward De Brouwer et al
11-23-2018	Do GAN Loss Functions Really Matter? by Yipeng Qin et al
11-23-2018	Contributions to Biclustering of Microarray Data Using Formal Concept Analysis by Amina Houari
11-23-2018	Kernel-Based Training of Generative Networks by Kalliopi Basioti et al
11-21-2018	Robust Active Learning for Electrocardiographic Signal Classification by Xu Chen et al
11-21-2018	Learning from Multiview Correlations in Open-Domain Videos by Nils Holzenberger et al
11-25-2018	Online Newton Step Algorithm with Estimated Gradient by Binbin Liu et al
11-25-2018	Glottal Closure Instants Detection From Pathological Acoustic Speech Signal Using Deep Learning by Gurunath Reddy M et al
11-21-2018	Surrogate-assisted parallel tempering for Bayesian neural learning by Rohitash Chandra et al
11-24-2018	Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications by Jongsoo Park et al
11-22-2018	Feature Selection for Survival Analysis with Competing Risks using Deep Learning by Carl Rietschel et al
11-21-2018	Estimation of Individual Treatment Effect in Latent Confounder Models via Adversarial Learning by Changhee Lee et al
11-22-2018	Learning Goal Embeddings via Self-Play for Hierarchical Reinforcement Learning by Sainbayar Sukhbaatar et al
11-22-2018	Creating a contemporary corpus of similes in Serbian by using natural language processing by Nikola Milosevic et al
11-23-2018	Regret bounds for meta Bayesian optimization with an unknown Gaussian process prior by Zi Wang et al
11-23-2018	Learning Attractor Dynamics for Generative Memory by Yan Wu et al
11-24-2018	Three-Dimensionally Embedded Graph Convolutional Network (3DGCN) for Molecule Interpretation by Hyeoncheol Cho et al
11-25-2018	A Policy Gradient Method with Variance Reduction for Uplift Modeling by Chenchen Li et al
11-25-2018	Collaging on Internal Representations: An Intuitive Approach for Semantic Transfiguration by Ryohei Suzuki et al
11-25-2018	Please Stop Explaining Black Box Models for High Stakes Decisions by Cynthia Rudin
11-23-2018	Joint Neural Architecture Search and Quantization by Yukang Chen et al
11-22-2018	Distributed Gradient Descent with Coded Partial Gradient Computations by Emre Ozfatura et al
11-25-2018	Inexact SARAH Algorithm for Stochastic Optimization by Lam M. Nguyen et al
11-21-2018	Spread Divergences by David Barber et al
11-21-2018	Multivariate Forecasting of Crude Oil Spot Prices using Neural Networks by Ganapathy S. Natarajan et al
11-24-2018	DEFactor: Differentiable Edge Factorization-based Probabilistic Graph Generation by Rim Assouel et al
11-23-2018	Mean Local Group Average Precision (mLGAP): A New Performance Metric for Hashing-based Retrieval by Pak Lun Kevin Ding et al

11-25-2018	Planning in Dynamic Environments with Conditional Autoregressive Models by Johanna Hansen et al
11-24-2018	Alternating Loss Correction for Preterm-Birth Prediction from EHR Data with Noisy Labels by Sabri Boughorbel et al
11-21-2018	An Efficient Approach to Informative Feature Extraction from Multimodal Data by Lichen Wang et al
11-23-2018	A Multi-variable Stacked Long-Short Term Memory Network for Wind Speed Forecasting by Sisheng Liang et al
11-24-2018	OCLEP+: One-class Anomaly and Intrusion Detection Using Minimal Length of Emerging Patterns by Guozhu Dong et al
11-23-2018	Model-Based Reinforcement Learning for Sepsis Treatment by Aniruddh Raghu et al
11-26-2018	A Convolutional Neural Network based Live Object Recognition System as Blind Aid by Kedar Potdar et al
11-24-2018	Average-Case Information Complexity of Learning by Ido Nachum et al
11-22-2018	Self Paced Adversarial Training for Multimodal Few-shot Learning by Frederik Pahde et al
11-24-2018	Hardware Conditioned Policies for Multi-Robot Transfer Learning by Tao Chen et al
11-24-2018	On Periodic Functions as Regularizers for Quantization of Neural Networks by Maxim Naumov et al
11-22-2018	Detecting Adversarial Perturbations Through Spatial Behavior in Activation Spaces by Ziv Katzir et al
11-23-2018	Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted Setting by Clement Fung et al
11-26-2018	Robustness against the channel effect in pathological voice detection by Yi-Te Hsu et al
11-23-2018	Robustness via curvature regularization, and vice versa by Seyed-Mohsen Moosavi-Dezfooli et al
11-25-2018	A Model-Based Reinforcement Learning Approach for a Rare Disease Diagnostic Task by Rémi Besson et al
11-25-2018	Variational End-to-End Navigation and Localization by Alexander Amini et al
11-24-2018	Evolutionary-Neural Hybrid Agents for Architecture Search by Krzysztof Maziarz et al
11-22-2018	Enhanced Expressive Power and Fast Training of Neural Networks by Random Projections by Jian-Feng Cai et al
11-26-2018	Low-Dose CT via Deep CNN with Skip Connection and Network in Network by Chenyu You et al
11-26-2018	ParsRec: A Novel Meta-Learning Approach to Recommending Bibliographic Reference Parsers by Dominika Tkaczyk et al
11-26-2018	HOGWILD!-Gibbs can be PanAccurate by Constantinos Daskalakis et al
11-21-2018	Unsupervised Multimodal Representation Learning across Medical Images and Reports by Tzu-Ming Harry Hsu et al
11-21-2018	A Novel Integrated Framework for Learning both Text Detection and Recognition by Wanchen Sui et al
11-25-2018	50 Years of Test (Un)fairness: Lessons for Machine Learning by Ben Hutchinson et al
11-25-2018	The Anatomy of a Cryptocurrency Pump-and-Dump Scheme by Jiahua Xu et al
11-21-2018	HyperAdam: A Learnable Task-Adaptive Adam for Network Training by Shipeng Wang et al
11-21-2018	Integrating Task-Motion Planning with Reinforcement Learning for Robust Decision Making in Mobile Robots by Yuqian Jiang et al
11-22-2018	PSICA: decision trees for probabilistic subgroup identification with categorical treatments by Oleg Sysoev et al
11-22-2018	Online Collective Animal Movement Activity Recognition by Kehinde Owoeye et al