Stable Sample Compression Schemes: New Applications and an Optimal SVM Margin Bound

9 November 2020

Papers citing "Stable Sample Compression Schemes: New Applications and an Optimal SVM Margin Bound"

10 / 10 papers shown

Title
Generalization Guarantees for Multi-View Representation Learning and Application to Regularization via Gaussian Product Mixture Prior Milad Sefidgaran Abdellatif Zaidi Piotr Krasnowski 46 0 0 25 Apr 2025
Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors Milad Sefidgaran A. Zaidi Piotr Krasnowski 91 1 0 21 Feb 2025
Sample Compression Scheme Reductions Idan Attias Steve Hanneke Arvind Ramaswami MQ 42 1 0 16 Oct 2024
Sample Compression Unleashed: New Generalization Bounds for Real Valued Losses Mathieu Bazinet Valentina Zantedeschi Pascal Germain MLT AI4CE 34 2 0 26 Sep 2024
Optimal PAC Bounds Without Uniform Convergence Ishaq Aden-Ali Yeshwanth Cherapanamjeri Abhishek Shetty Nikita Zhivotovskiy 35 16 0 18 Apr 2023
The One-Inclusion Graph Algorithm is not Always Optimal Ishaq Aden-Ali Yeshwanth Cherapanamjeri Abhishek Shetty Nikita Zhivotovskiy 29 7 0 19 Dec 2022
Optimal Weak to Strong Learning Kasper Green Larsen Martin Ritzert 14 14 0 03 Jun 2022
Metric-valued regression Daniel Cohen A. Kontorovich FedML 11 5 0 07 Feb 2022
Towards a Unified Information-Theoretic Framework for Generalization Mahdi Haghifam Gintare Karolina Dziugaite Shay Moran Daniel M. Roy 24 34 0 09 Nov 2021
VC dimension of partially quantized neural networks in the overparametrized regime Yutong Wang Clayton D. Scott 22 1 0 06 Oct 2021