Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural Networks. Lipschitz standardization for robust multivariate learning. Distilling portable Generative Adversarial Networks for Image Translation. Identification of AC Networks via Online Learning. Deep regularization and direct training of the inner layers of Neural Networks wit …

Up to two billion times acceleration of scientific simulations with deep neural architecture search. Towards Practical Lottery Ticket Hypothesis for Adversarial Training. Deeper Insights into Weight Sharing in Neural Architecture Search. Baryons from Mesons: A Machine Learning Perspective. Wavelet-based Temporal Forecasting Models of Human Activiti …

Indoor Layout Estimation by 2D LiDAR and Camera Fusion. Off-policy Maximum Entropy Reinforcement Learning : Soft Actor-Critic with Advantage Weighted Mixture Policy(SAC-AWMP). MetNet: A Neural Weather Model for Precipitation Forecasting. Difference Attention Based Error Correction LSTM Model for Time Series Prediction. AirRL: A Reinforcement Learni …