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The 2021 schedule is still incomplete
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Oral
Wed Jul 21 05:00 PM -- 05:20 PM (PDT)
The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks
In Deep Learning Theory 4
Bohan Wang · Qi Meng · Wei Chen · Tie-Yan Liu
[ Paper ]
Spotlight
Wed Jul 21 05:20 PM -- 05:25 PM (PDT)
Asymmetric Heavy Tails and Implicit Bias in Gaussian Noise Injections
In Deep Learning Theory 4
Alexander D Camuto · Xiaoyu Wang · Lingjiong Zhu · Christopher Holmes · Mert Gurbuzbalaban · Umut Simsekli
[ Paper ]
Spotlight
Wed Jul 21 05:25 PM -- 05:30 PM (PDT)
Understanding Noise Injection in GANs
In Deep Learning Theory 4
Ruili Feng · Deli Zhao · Zheng-Jun Zha
[ Paper ]
Spotlight
Wed Jul 21 05:30 PM -- 05:35 PM (PDT)
FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Analysis
In Deep Learning Theory 4
Baihe Huang · Xiaoxiao Li · Zhao Song · Xin Yang
[ Paper ]
Spotlight
Wed Jul 21 05:35 PM -- 05:40 PM (PDT)
Improved OOD Generalization via Adversarial Training and Pretraing
In Deep Learning Theory 4
Mingyang Yi · Lu Hou · Jiacheng Sun · Lifeng Shang · Xin Jiang · Qun Liu · Zhiming Ma
[ Paper ]
Spotlight
Wed Jul 21 05:40 PM -- 05:45 PM (PDT)
WGAN with an Infinitely Wide Generator Has No Spurious Stationary Points
In Deep Learning Theory 4
Albert No · TaeHo Yoon · Sehyun Kwon · Ernest Ryu
[ Paper ]
Spotlight
Wed Jul 21 05:45 PM -- 05:50 PM (PDT)
Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks
In Deep Learning Theory 4
Hao Liu · Minshuo Chen · Tuo Zhao · Wenjing Liao
[ Paper ]
Q&A
Wed Jul 21 05:50 PM -- 05:55 PM (PDT)
Q&A
In Deep Learning Theory 4