Theory · Spaces of Functions and Kernels

TitleAuthors
Gradient Dynamics of Shallow Univariate ReLU NetworksFrancis Williams · Matthew Trager · Daniele Panozzo · Claudio Silva · Denis Zorin · Joan Bruna
Kernel quadrature with DPPsAyoub Belhadji · RĂ©mi Bardenet · Pierre Chainais
Kernel Truncated Randomized Ridge Regression: Optimal Rates and Low Noise AccelerationKwang-Sung Jun · Ashok Cutkosky · Francesco Orabona
Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM LossesAnanya Uppal · Shashank Singh · Barnabas Poczos
On the Expressive Power of Deep Polynomial Neural NetworksJoe Kileel · Matthew Trager · Joan Bruna
On the Inductive Bias of Neural Tangent KernelsAlberto Bietti · Julien Mairal