Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation

2 April 2022

Papers citing "Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation"

6 / 6 papers shown

Title
Explainable Neural Networks with Guarantees: A Sparse Estimation Approach Antoine Ledent Peng Liu FAtt 107 0 0 20 Feb 2025
Breaking the curse of dimensionality in structured density estimation Robert A. Vandermeulen Wai Ming Tai Bryon Aragam 31 0 0 10 Oct 2024
Generalized multi-view model: Adaptive density estimation under low-rank constraints J. Chhor Olga Klopp Alexandre B. Tsybakov 25 1 0 26 Apr 2024
Sample Complexity Using Infinite Multiview Models Robert A. Vandermeulen 19 3 0 08 Feb 2023
Generalization Bounds for Inductive Matrix Completion in Low-noise Settings Antoine Ledent Rodrigo Alves Yunwen Lei Y. Guermeur Marius Kloft 23 3 0 16 Dec 2022
Generalized Identifiability Bounds for Mixture Models with Grouped Samples Robert A. Vandermeulen René Saitenmacher 28 2 0 22 Jul 2022