|
Oral
|
Mon 21:21
|
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks
Keyulu Xu · Mozhi Zhang · Jingling Li · Simon Du · Ken-Ichi Kawarabayashi · Stefanie Jegelka
|
|
|
Poster
|
Wed 17:00
|
A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks
Renjie Liao · Raquel Urtasun · Richard Zemel
|
|
|
Poster
|
Tue 17:00
|
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks
Keyulu Xu · Mozhi Zhang · Jingling Li · Simon Du · Ken-Ichi Kawarabayashi · Stefanie Jegelka
|
|
|
Poster
|
Thu 17:00
|
Multi-Prize Lottery Ticket Hypothesis: Finding Accurate Binary Neural Networks by Pruning A Randomly Weighted Network
James Diffenderfer · Bhavya Kailkhura
|
|
|
Poster
|
Mon 9:00
|
Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms
Arda Sahiner · Tolga Ergen · John M Pauly · Mert Pilanci
|
|
|
Poster
|
Tue 1:00
|
Computational Separation Between Convolutional and Fully-Connected Networks
Eran Malach · Shai Shalev-Shwartz
|
|
|
Poster
|
Mon 9:00
|
On the Universality of Rotation Equivariant Point Cloud Networks
Nadav Dym · Haggai Maron
|
|
|
Poster
|
Tue 1:00
|
Group Equivariant Conditional Neural Processes
Makoto Kawano · Wataru Kumagai · Akiyoshi Sannai · Yusuke Iwasawa · Yutaka Matsuo
|
|
|
Poster
|
Thu 17:00
|
Group Equivariant Generative Adversarial Networks
Neel Dey · Antong Chen · Soheil Ghafurian
|
|
