Gradient Dynamics of Shallow Univariate ReLU Networks | Francis Williams · Matthew Trager · Daniele Panozzo · Claudio Silva · Denis Zorin · Joan Bruna |
Kernel quadrature with DPPs | Ayoub Belhadji · RĂ©mi Bardenet · Pierre Chainais |
Kernel Truncated Randomized Ridge Regression: Optimal Rates and Low Noise Acceleration | Kwang-Sung Jun · Ashok Cutkosky · Francesco Orabona |
Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses | Ananya Uppal · Shashank Singh · Barnabas Poczos |
On the Expressive Power of Deep Polynomial Neural Networks | Joe Kileel · Matthew Trager · Joan Bruna |
On the Inductive Bias of Neural Tangent Kernels | Alberto Bietti · Julien Mairal |