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Poster
Thu 6:00 Differentiable Product Quantization for End-to-End Embedding Compression
Ting Chen · Lala Li · Yizhou Sun
Poster
Tue 14:00 Interpretable, Multidimensional, Multimodal Anomaly Detection with Negative Sampling for Detection of Device Failure
John Sipple
Poster
Thu 14:00 Extrapolation for Large-batch Training in Deep Learning
Tao Lin · Lingjing Kong · Sebastian Stich · Martin Jaggi
Poster
Wed 8:00 Structure Adaptive Algorithms for Stochastic Bandits
Rémy Degenne · Han Shao · Wouter Koolen
Poster
Tue 9:00 Certified Robustness to Label-Flipping Attacks via Randomized Smoothing
Elan Rosenfeld · Ezra Winston · Pradeep Ravikumar · Zico Kolter
Poster
Wed 5:00 SIGUA: Forgetting May Make Learning with Noisy Labels More Robust
Bo Han · Gang Niu · Xingrui Yu · QUANMING YAO · Miao Xu · Ivor Tsang · Masashi Sugiyama
Poster
Thu 12:00 On Thompson Sampling with Langevin Algorithms
Eric Mazumdar · Aldo Pacchiano · Yian Ma · Michael Jordan · Peter Bartlett
Poster
Tue 7:00 Approximation Guarantees of Local Search Algorithms via Localizability of Set Functions
Kaito Fujii
Poster
Wed 5:00 Second-Order Provable Defenses against Adversarial Attacks
Sahil Singla · Soheil Feizi
Poster
Thu 7:00 Graph Optimal Transport for Cross-Domain Alignment
Liqun Chen · Zhe Gan · Yu Cheng · Linjie Li · Lawrence Carin · Jingjing Liu
Poster
Thu 7:00 Go Wide, Then Narrow: Efficient Training of Deep Thin Networks
Denny Zhou · Mao Ye · Chen Chen · Tianjian Meng · Mingxing Tan · Xiaodan Song · Quoc Le · Qiang Liu · Dale Schuurmans
Poster
Thu 9:00 Learning to Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning
Sai Krishna Gottipati · Boris Sattarov · Sufeng Niu · Yashaswi Pathak · Haoran Wei · Shengchao Liu · Shengchao Liu · Simon Blackburn · Karam Thomas · Connor Coley · Jian Tang · Sarath Chandar · Yoshua Bengio