Sample Compression for Real-Valued Learners

21 May 2018

Papers citing "Sample Compression for Real-Valued Learners"

10 / 10 papers shown

Title
Generalization Guarantees for Multi-View Representation Learning and Application to Regularization via Gaussian Product Mixture Prior Romain Chor Abdellatif Zaidi Piotr Krasnowski 49 0 0 25 Apr 2025
Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors Romain Chor Milad Sefidgaran Piotr Krasnowski 96 1 0 21 Feb 2025
Sample Compression Scheme Reductions Idan Attias Steve Hanneke Arvind Ramaswami MQ 44 1 0 16 Oct 2024
Sample Compression Unleashed: New Generalization Bounds for Real Valued Losses Mathieu Bazinet Valentina Zantedeschi Pascal Germain MLT AI4CE 39 2 0 26 Sep 2024
A Characterization of Semi-Supervised Adversarially-Robust PAC Learnability Idan Attias Steve Hanneke Yishay Mansour 35 15 0 11 Feb 2022
VC dimension of partially quantized neural networks in the overparametrized regime Yutong Wang Clayton D. Scott 25 1 0 06 Oct 2021
Primal and Dual Combinatorial Dimensions P. Kleer H. Simon 11 8 0 23 Aug 2021
A Theory of PAC Learnability of Partial Concept Classes N. Alon Steve Hanneke R. Holzman Shay Moran 28 50 0 18 Jul 2021
Agnostic Sample Compression Schemes for Regression Idan Attias Steve Hanneke A. Kontorovich Menachem Sadigurschi 29 4 0 03 Oct 2018
A Geometric Approach to Sample Compression Benjamin I. P. Rubinstein J. Rubinstein 77 40 0 18 Nov 2009