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Oral
Wed 19:00 Analysis of stochastic Lanczos quadrature for spectrum approximation
Tyler Chen · Thomas Trogdon · Shashanka Ubaru
Oral
Wed 7:00 Modelling Behavioural Diversity for Learning in Open-Ended Games
Nicolas Perez-Nieves · Yaodong Yang · Oliver Slumbers · David Mguni · Ying Wen · Jun Wang
Spotlight
Wed 6:20 Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering
Romain COUILLET · Florent Chatelain · Nicolas Le Bihan
Poster
Tue 9:00 Interactive Learning from Activity Description
Khanh Nguyen · Dipendra Misra · Robert Schapire · Miroslav Dudik · Patrick Shafto
Spotlight
Wed 7:25 Deep Continuous Networks
Nergis Tomen · Silvia-Laura Pintea · Jan van Gemert
Oral Session
Tue 19:00 Deep Reinforcement Learning 3
Spotlight
Wed 19:20 An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming
Minkai Xu · Wujie Wang · Shitong Luo · Chence Shi · Yoshua Bengio · Rafael Gomez-Bombarelli · Jian Tang
Spotlight
Wed 19:35 Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design
yue cao · Payel Das · Vijil Chenthamarakshan · Pin-Yu Chen · Igor Melnyk · Yang Shen
Poster
Wed 21:00 DORO: Distributional and Outlier Robust Optimization
Runtian Zhai · Chen Dan · Zico Kolter · Pradeep Ravikumar
Spotlight
Tue 18:40 Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment
Philip Ball · Cong Lu · Jack Parker-Holder · Stephen Roberts
Oral
Tue 17:00 Characterizing Structural Regularities of Labeled Data in Overparameterized Models
Ziheng Jiang · Chiyuan Zhang · Kunal Talwar · Michael Mozer