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Affinity Workshop
Mon 15:15 A Tree-Adaptation Mechanism for Covariate and Concept Drift
Felipe Leno da Silva · Renato Vicente
Spotlight
Tue 6:25 A Probabilistic Approach to Neural Network Pruning
Xin Qian · Diego Klabjan
Spotlight
Tue 6:35 A Functional Perspective on Learning Symmetric Functions with Neural Networks
Aaron Zweig · Joan Bruna
Poster
Tue 9:00 A Functional Perspective on Learning Symmetric Functions with Neural Networks
Aaron Zweig · Joan Bruna
Poster
Tue 9:00 A Probabilistic Approach to Neural Network Pruning
Xin Qian · Diego Klabjan
Spotlight
Tue 18:30 LAMDA: Label Matching Deep Domain Adaptation
Trung Le · Tuan Nguyen · Nhat Ho · Hung Bui · Dinh Phung
Poster
Tue 21:00 LAMDA: Label Matching Deep Domain Adaptation
Trung Le · Tuan Nguyen · Nhat Ho · Hung Bui · Dinh Phung
Oral
Wed 5:00 On Energy-Based Models with Overparametrized Shallow Neural Networks
Carles Domingo-Enrich · Alberto Bietti · Eric Vanden-Eijnden · Joan Bruna
Spotlight
Wed 5:20 Uncertainty Principles of Encoding GANs
Ruili Feng · Zhouchen Lin · jiapeng zhu · Deli Zhao · Jingren Zhou · Zheng-Jun Zha
Spotlight
Wed 5:25 On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths
Quynh Nguyen
Spotlight
Wed 5:30 Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks
Quynh Nguyen · Marco Mondelli · Guido Montufar
Spotlight
Wed 5:35 Functional Space Analysis of Local GAN Convergence
Valentin Khrulkov · Artem Babenko · Ivan Oseledets