Skip to yearly menu bar Skip to main content


(8 events)   Time zone: Conference local time zone  
Show all
The 2021 schedule is still incomplete
Toggle Poster Visibility
Oral
Wed Jul 21 02:00 PM -- 02:20 PM (CEST)
On Energy-Based Models with Overparametrized Shallow Neural Networks
In Deep Learning Theory 2
Carles Domingo-Enrich · Alberto Bietti · Eric Vanden-Eijnden · Joan Bruna
[ Paper ]
Spotlight
Wed Jul 21 02:20 PM -- 02:25 PM (CEST)
Uncertainty Principles of Encoding GANs
In Deep Learning Theory 2
Ruili Feng · Zhouchen Lin · Jiapeng Zhu · Deli Zhao · Jingren Zhou · Zheng-Jun Zha
[ Paper ]
Spotlight
Wed Jul 21 02:25 PM -- 02:30 PM (CEST)
On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths
In Deep Learning Theory 2
Quynh Nguyen
[ Paper ]
Spotlight
Wed Jul 21 02:30 PM -- 02:35 PM (CEST)
Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks
In Deep Learning Theory 2
Quynh Nguyen · Marco Mondelli · Guido Montufar
[ Paper ]
Spotlight
Wed Jul 21 02:35 PM -- 02:40 PM (CEST)
Functional Space Analysis of Local GAN Convergence
In Deep Learning Theory 2
Valentin Khrulkov · Artem Babenko · Ivan Oseledets
[ Paper ]
Spotlight
Wed Jul 21 02:40 PM -- 02:45 PM (CEST)
Exact Gap between Generalization Error and Uniform Convergence in Random Feature Models
In Deep Learning Theory 2
Zitong Yang · Yu Bai · Song Mei
[ Paper ]
Spotlight
Wed Jul 21 02:45 PM -- 02:50 PM (CEST)
Provable Generalization of SGD-trained Neural Networks of Any Width in the Presence of Adversarial Label Noise
In Deep Learning Theory 2
Spencer Frei · Yuan Cao · Quanquan Gu
[ Paper ]
Q&A
Wed Jul 21 02:50 PM -- 02:55 PM (CEST)
Q&A
In Deep Learning Theory 2