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The 2021 schedule is still incomplete
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Oral
Wed Jul 21 07:00 AM -- 07:20 AM (PDT)
On the Implicit Bias of Initialization Shape: Beyond Infinitesimal Mirror Descent
In Deep Learning Theory 3
Shahar Azulay · Edward Moroshko · Mor Shpigel Nacson · Blake Woodworth · Nati Srebro · Amir Globerson · Daniel Soudry
[ Paper ]
Spotlight
Wed Jul 21 07:20 AM -- 07:25 AM (PDT)
A statistical perspective on distillation
In Deep Learning Theory 3
Aditya Menon · Ankit Singh Rawat · Sashank Jakkam Reddi · Seungyeon Kim · Sanjiv Kumar
[ Paper ]
Spotlight
Wed Jul 21 07:25 AM -- 07:30 AM (PDT)
The Lipschitz Constant of Self-Attention
In Deep Learning Theory 3
Hyunjik Kim · George Papamakarios · Andriy Mnih
[ Paper ]
Spotlight
Wed Jul 21 07:30 AM -- 07:35 AM (PDT)
Revealing the Structure of Deep Neural Networks via Convex Duality
In Deep Learning Theory 3
Tolga Ergen · Mert Pilanci
[ Paper ]
Spotlight
Wed Jul 21 07:35 AM -- 07:40 AM (PDT)
Representational aspects of depth and conditioning in normalizing flows
In Deep Learning Theory 3
Frederic Koehler · Viraj Mehta · Andrej Risteski
[ Paper ]
Spotlight
Wed Jul 21 07:40 AM -- 07:45 AM (PDT)
Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning
In Deep Learning Theory 3
Zixin Wen · Yuanzhi Li
[ Paper ]
Spotlight
Wed Jul 21 07:45 AM -- 07:50 AM (PDT)
The Hintons in your Neural Network: a Quantum Field Theory View of Deep Learning
In Deep Learning Theory 3
Roberto Bondesan · Max Welling
[ Paper ]
Q&A
Wed Jul 21 07:50 AM -- 07:55 AM (PDT)
Q&A
In Deep Learning Theory 3