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Spotlight
Wed 17:25 Heterogeneous Risk Minimization
Jiashuo Liu · Zheyuan Hu · Peng Cui · Bo Li · Zheyan Shen
Poster
Wed 9:00 Measuring Robustness in Deep Learning Based Compressive Sensing
Mohammad Zalbagi Darestani · Akshay Chaudhari · Reinhard Heckel
Poster
Wed 21:00 Improved Corruption Robust Algorithms for Episodic Reinforcement Learning
Yifang Chen · Simon Du · Kevin Jamieson
Poster
Tue 9:00 Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling
Gregory Benton · Wesley Maddox · Sanae Lotfi · Andrew Wilson
Poster
Tue 9:00 Making transport more robust and interpretable by moving data through a small number of anchor points
Chi-Heng Lin · Mehdi Azabou · Eva Dyer
Poster
Wed 9:00 Prior Image-Constrained Reconstruction using Style-Based Generative Models
Varun A. Kelkar · Mark Anastasio
Poster
Wed 9:00 Meta-learning Hyperparameter Performance Prediction with Neural Processes
Ying WEI · Peilin Zhao · Junzhou Huang
Oral
Wed 6:00 Reserve Price Optimization for First Price Auctions in Display Advertising
Zhe Feng · Sébastien Lahaie · Jon Schneider · Jinchao Ye
Oral
Thu 19:00 A General Framework For Detecting Anomalous Inputs to DNN Classifiers
Jayaram Raghuram · Varun Chandrasekaran · Somesh Jha · Suman Banerjee
Poster
Thu 9:00 Sparse Bayesian Learning via Stepwise Regression
Sebastian Ament · Carla Gomes
Workshop
Bellman Eluder Dimension: New Rich Classes of RL Problems, and Sample-Efficient Algorithms
Chi Jin · Qinghua Liu · Sobhan Miryoosefi