Search All 2022 Events
 

18 Results

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Poster
Wed 14:00 Polynomial-Time Optimal Equilibria with a Mediator in Extensive-Form Games
Brian Zhang · Tuomas Sandholm
Poster
Wed 14:00 Active Learning Polynomial Threshold Functions
Omri Ben-Eliezer · Max Hopkins · Chutong Yang · Hantao Yu
Poster
Thu 14:00 Staggered Rollout Designs Enable Causal Inference Under Interference Without Network Knowledge
Mayleen Cortez · Matthew Eichhorn · Christina Yu
Poster
Thu 14:00 Graph Neural Networks are Dynamic Programmers
Andrew J Dudzik · Petar Veličković
Poster
Thu 14:00 Reconstruction on Trees and Low-Degree Polynomials
Frederic Koehler · Elchanan Mossel
Poster
Thu 9:00 Polynomial time guarantees for the Burer-Monteiro method
Diego Cifuentes · Ankur Moitra
Poster
Tue 14:00 Polynomial Neural Fields for Subband Decomposition and Manipulation
Guandao Yang · Sagie Benaim · Varun Jampani · Kyle Genova · Jonathan Barron · Thomas Funkhouser · Bharath Hariharan · Serge Belongie
Poster
Wed 14:00 Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study
Yongtao Wu · Zhenyu Zhu · Fanghui Liu · Grigorios Chrysos · Volkan Cevher
Poster
Wed 14:00 Multivariate Time-Series Forecasting with Temporal Polynomial Graph Neural Networks
Yijing Liu · Qinxian Liu · Jian-Wei Zhang · Haozhe Feng · Zhongwei Wang · Zihan Zhou · Wei Chen
Poster
Thu 14:00 Identifying good directions to escape the NTK regime and efficiently learn low-degree plus sparse polynomials
Eshaan Nichani · Yu Bai · Jason Lee
Poster
Wed 14:00 Scalable Interpretability via Polynomials
Abhimanyu Dubey · Filip Radenovic · Dhruv Mahajan
Poster
Thu 9:00 Are GANs overkill for NLP?
David Alvarez-Melis · Vikas Garg · Adam Kalai