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Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #240
Gradient Dynamics of Shallow Univariate ReLU Networks
In Theory -- Spaces of Functions and Kernels
Francis Williams · Matthew Trager · Daniele Panozzo · Claudio Silva · Denis Zorin · Joan Bruna
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #241
Kernel quadrature with DPPs
In Theory -- Spaces of Functions and Kernels
Ayoub Belhadji · Rémi Bardenet · Pierre Chainais
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #242
Kernel Truncated Randomized Ridge Regression: Optimal Rates and Low Noise Acceleration
In Theory -- Spaces of Functions and Kernels
Kwang-Sung Jun · Ashok Cutkosky · Francesco Orabona
[ Paper]  [ Slides] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #243
Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses
In Theory -- Spaces of Functions and Kernels
Ananya Uppal · Shashank Singh · Barnabas Poczos
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #244
On the Expressive Power of Deep Polynomial Neural Networks
In Theory -- Spaces of Functions and Kernels
Joe Kileel · Matthew Trager · Joan Bruna
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #245
On the Inductive Bias of Neural Tangent Kernels
In Theory -- Spaces of Functions and Kernels
Alberto Bietti · Julien Mairal
[ Paper]  [ Poster]