A chain rule for the expected suprema of Gaussian processes

10 November 2014

Papers citing "A chain rule for the expected suprema of Gaussian processes"

18 / 18 papers shown

Title
On Generalization Bounds for Neural Networks with Low Rank Layers Andrea Pinto Akshay Rangamani T. Poggio AI4CE 161 1 0 20 Nov 2024
Sharing Knowledge in Multi-Task Deep Reinforcement Learning Carlo DÉramo Davide Tateo Andrea Bonarini Marcello Restelli Jan Peters 256 134 0 17 Jan 2024
A Theory of Multimodal Learning Zhou Lu 119 17 0 21 Sep 2023
Nonlinear Meta-Learning Can Guarantee Faster Rates Dimitri Meunier Zhu Li Arthur Gretton Samory Kpotufe 272 7 0 20 Jul 2023
Mastering Long-Tail Complexity on Graphs: Characterization, Learning, and Generalization Haohui Wang Baoyu Jing Kaize Ding Yada Zhu Wei Cheng Si Zhang Yonghui Fan Liqing Zhang Dawei Zhou 131 11 0 17 May 2023
A Chain Rule for the Expected Suprema of Bernoulli Processes Y.-C. Chu Maxim Raginsky 55 1 0 27 Apr 2023
Statistical learning on measures: an application to persistence diagrams Olympio Hacquard Gilles Blanchard Clément Levrard 188 3 0 15 Mar 2023
Provable Pathways: Learning Multiple Tasks over Multiple Paths Yingcong Li Samet Oymak MoE 95 4 0 08 Mar 2023
Deep Safe Multi-Task Learning Zhixiong Yue Feiyang Ye Yu Zhang Christy Jie Liang Ivor W. Tsang 82 3 0 20 Nov 2021
Learning an Explicit Hyperparameter Prediction Function Conditioned on Tasks Jun Shu Deyu Meng Zongben Xu 133 8 0 06 Jul 2021
Consistency of invariance-based randomization tests Guang Cheng 195 20 0 25 Apr 2021
On the Theory of Transfer Learning: The Importance of Task Diversity Nilesh Tripuraneni Michael I. Jordan Chi Jin 194 228 0 20 Jun 2020
Learning finite-dimensional coding schemes with nonlinear reconstruction maps Jaeho Lee Maxim Raginsky 78 9 0 23 Dec 2018
Autoencoding any Data through Kernel Autoencoders Pierre Laforgue Nathan Huet Florence dÁlché-Buc 86 20 0 28 May 2018
Learning to Multitask Yu Zhang Ying Wei Qiang Yang 196 53 0 19 May 2018
Bounds for Vector-Valued Function Estimation Andreas Maurer Massimiliano Pontil 89 7 0 05 Jun 2016
Local Rademacher Complexity-based Learning Guarantees for Multi-Task Learning Niloofar Yousefi Yunwen Lei Matthias Kirchler M. Mollaghasemi G. Anagnostopoulos 155 29 0 18 Feb 2016
The Benefit of Multitask Representation Learning Andreas Maurer Massimiliano Pontil Bernardino Romera-Paredes SSL 210 390 0 23 May 2015