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Poster
Tue 21:00 Optimization of Graph Neural Networks: Implicit Acceleration by Skip Connections and More Depth
Keyulu Xu · Mozhi Zhang · Stefanie Jegelka · Kenji Kawaguchi
Spotlight
Wed 19:25 AdaXpert: Adapting Neural Architecture for Growing Data
Shuaicheng Niu · Jiaxiang Wu · Guanghui Xu · Yifan Zhang · Yong Guo · Peilin Zhao · Peng Wang · Mingkui Tan
Spotlight
Thu 5:20 Dataset Condensation with Differentiable Siamese Augmentation
Bo Zhao · Hakan Bilen
Poster
Wed 21:00 AdaXpert: Adapting Neural Architecture for Growing Data
Shuaicheng Niu · Jiaxiang Wu · Guanghui Xu · Yifan Zhang · Yong Guo · Peilin Zhao · Peng Wang · Mingkui Tan
Poster
Tue 9:00 Unbalanced minibatch Optimal Transport; applications to Domain Adaptation
Kilian Fatras · Thibault Séjourné · Rémi Flamary · Nicolas Courty
Spotlight
Wed 19:15 More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method
Kazuya Sugiyama · Vo Nguyen Le Duy · Ichiro Takeuchi
Spotlight
Tue 5:35 Low-Rank Sinkhorn Factorization
Meyer Scetbon · Marco Cuturi · Gabriel Peyré
Spotlight
Tue 17:35 Concentric mixtures of Mallows models for top-k rankings: sampling and identifiability
Fabien Collas · Ekhine IRUROZKI
Spotlight
Tue 18:35 Light RUMs
Flavio Chierichetti · Ravi Kumar · Andrew Tomkins
Poster
Wed 9:00 Fast Algorithms for Stackelberg Prediction Game with Least Squares Loss
Jiali Wang · He Chen · Rujun Jiang · Xudong Li · Zihao Li
Spotlight
Wed 18:40 Almost Optimal Anytime Algorithm for Batched Multi-Armed Bandits
Tianyuan Jin · Jing Tang · Pan Xu · Keke Huang · Xiaokui Xiao · Quanquan Gu
Poster
Tue 21:00 A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance
Minhui Huang · Shiqian Ma · Lifeng Lai