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Poster
Wed 9:00 Bongard-LOGO: A New Benchmark for Human-Level Concept Learning and Reasoning
Weili Nie · Zhiding Yu · Lei Mao · Ankit Patel · Yuke Zhu · Anima Anandkumar
Spotlight
Tue 8:00 Classification with Valid and Adaptive Coverage
Yaniv Romano · Matteo Sesia · Emmanuel Candes
Poster
Mon 21:00 Reinforced Molecular Optimization with Neighborhood-Controlled Grammars
Chencheng Xu · Qiao Liu · Minlie Huang · Tao Jiang
Poster
Tue 21:00 Locally Differentially Private (Contextual) Bandits Learning
Kai Zheng · Tianle Cai · Weiran Huang · Zhenguo Li · Liwei Wang
Poster
Wed 21:00 Online Structured Meta-learning
Huaxiu Yao · Yingbo Zhou · Mehrdad Mahdavi · Zhenhui (Jessie) Li · Richard Socher · Caiming Xiong
Poster
Mon 21:00 Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics
Minhae Kwon · Saurabh Daptardar · Paul R Schrater · Xaq Pitkow
Poster
Thu 21:00 Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement
Miao Zhang · Huiqi Li · Shirui Pan · Xiaojun Chang · Zongyuan Ge · Steven Su
Poster
Tue 9:00 All Word Embeddings from One Embedding
Sho Takase · Sosuke Kobayashi
Poster
Thu 21:00 Multi-label classification: do Hamming loss and subset accuracy really conflict with each other?
Guoqiang Wu · Jun Zhu
Poster
Tue 21:00 Few-Cost Salient Object Detection with Adversarial-Paced Learning
Dingwen Zhang · HaiBin Tian · Jungong Han
Poster
Thu 9:00 Counterfactual Predictions under Runtime Confounding
Amanda Coston · Edward Kennedy · Alexandra Chouldechova
Poster
Wed 9:00 BanditPAM: Almost Linear Time k-Medoids Clustering via Multi-Armed Bandits
Mo Tiwari · Martin Zhang · James J Mayclin · Sebastian Thrun · Chris Piech · Ilan Shomorony