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The 2021 schedule is still incomplete
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Oral
Wed Jul 21 05:00 AM -- 05:20 AM (PDT)
On Energy-Based Models with Overparametrized Shallow Neural Networks
Carles Domingo-Enrich · Alberto Bietti · Eric Vanden-Eijnden · Joan Bruna
Spotlight
Wed Jul 21 05:20 AM -- 05:25 AM (PDT)
Uncertainty Principles of Encoding GANs
Ruili Feng · Zhouchen Lin · jiapeng zhu · Deli Zhao · Jingren Zhou · Zheng-Jun Zha
Spotlight
Wed Jul 21 05:25 AM -- 05:30 AM (PDT)
On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths
Quynh Nguyen
Spotlight
Wed Jul 21 05:30 AM -- 05:35 AM (PDT)
Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks
Quynh Nguyen · Marco Mondelli · Guido Montufar
Spotlight
Wed Jul 21 05:35 AM -- 05:40 AM (PDT)
Functional Space Analysis of Local GAN Convergence
Valentin Khrulkov · Artem Babenko · Ivan Oseledets
Spotlight
Wed Jul 21 05:40 AM -- 05:45 AM (PDT)
Exact Gap between Generalization Error and Uniform Convergence in Random Feature Models
Zitong Yang · Yu Bai · Song Mei
Spotlight
Wed Jul 21 05:45 AM -- 05:50 AM (PDT)
Provable Generalization of SGD-trained Neural Networks of Any Width in the Presence of Adversarial Label Noise
Spencer Frei · Yuan Cao · Quanquan Gu
Q&A
Wed Jul 21 05:50 AM -- 05:55 AM (PDT)
Q&A