Efficient Representations for Life-Long Learning and Autoencoding

6 November 2014

Papers citing "Efficient Representations for Life-Long Learning and Autoencoding"

11 / 11 papers shown

Title
Meta-Learning Adversarial Bandit Algorithms M. Khodak Ilya Osadchiy Keegan Harris Maria-Florina Balcan Kfir Y. Levy Ron Meir Zhiwei Steven Wu FedML 28 2 0 05 Jul 2023
Memory Bounds for Continual Learning Xi Chen Christos H. Papadimitriou Binghui Peng CLL LRM 29 22 0 22 Apr 2022
Provable Lifelong Learning of Representations Xinyuan Cao Weiyang Liu Santosh Vempala CLL 23 13 0 27 Oct 2021
An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization Elan Rosenfeld Pradeep Ravikumar Andrej Risteski 31 34 0 25 Feb 2021
Adaptive Gradient-Based Meta-Learning Methods M. Khodak Maria-Florina Balcan Ameet Talwalkar FedML 33 353 0 06 Jun 2019
Learning-to-Learn Stochastic Gradient Descent with Biased Regularization Giulia Denevi C. Ciliberto Riccardo Grazzi Massimiliano Pontil 20 108 0 25 Mar 2019
Provable Guarantees for Gradient-Based Meta-Learning M. Khodak Maria-Florina Balcan Ameet Talwalkar FedML 39 147 0 27 Feb 2019
Incremental Learning-to-Learn with Statistical Guarantees Giulia Denevi C. Ciliberto Dimitris Stamos Massimiliano Pontil CLL 21 48 0 21 Mar 2018
Meta-Unsupervised-Learning: A supervised approach to unsupervised learning Vikas K. Garg Adam Tauman Kalai SSL 24 5 0 29 Dec 2016
Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling Maria-Florina Balcan Hongyang R. Zhang 21 37 0 01 Dec 2016
Learning Task Grouping and Overlap in Multi-task Learning Abhishek Kumar Hal Daumé 184 525 0 27 Jun 2012