On Data Efficiency of Meta-learning

On Data Efficiency of Meta-learning

30 January 2021

Maruan Al-Shedivat

Ameet Talwalkar

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Papers citing "On Data Efficiency of Meta-learning"

15 / 15 papers shown

Title
Detecting Sockpuppetry on Wikipedia Using Meta-Learning Luc Raszewski Christine De Kock 124 0 0 12 Jun 2025
Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization Xiran Wang Jian Zhang Lei Qi Yinghuan Shi 102 1 0 23 Mar 2025
Generalized Coverage for More Robust Low-Budget Active Learning Wonho Bae Junhyug Noh Danica J. Sutherland 134 4 0 16 Jul 2024
Scaling Up Personalized Aesthetic Assessment via Task Vector Customization Jooyeol Yun Jaegul Choo MoMe 70 2 0 09 Jul 2024
Decentralized Personalized Federated Learning Salma Kharrat Marco Canini Samuel Horváth FedML 126 0 0 10 Jun 2024
Exploring Active Learning in Meta-Learning: Enhancing Context Set Labeling Wonho Bae Jing Wang Danica J. Sutherland 94 1 0 06 Nov 2023
Bayesian Personalized Federated Learning with Shared and Personalized Uncertainty Representations Hui Chen Hengyu Liu LongBing Cao Tiancheng Zhang FedML 98 3 0 27 Sep 2023
Time Series Predictions in Unmonitored Sites: A Survey of Machine Learning Techniques in Water Resources J. Willard C. Varadharajan X. Jia Vipin Kumar AI4TS 81 4 0 18 Aug 2023
Bayes meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes Charles Riou Pierre Alquier Badr-Eddine Chérief-Abdellatif 117 10 0 23 Feb 2023
Blinder: End-to-end Privacy Protection in Sensing Systems via Personalized Federated Learning Xin Yang Omid Ardakanian 62 3 0 24 Sep 2022
The Neural Process Family: Survey, Applications and Perspectives Saurav Jha Dong Gong Xuesong Wang Richard Turner L. Yao BDL 166 24 0 01 Sep 2022
Metappearance: Meta-Learning for Visual Appearance Reproduction Michael Fischer Tobias Ritschel 3DH 68 10 0 19 Apr 2022
Self-Aware Personalized Federated Learning Huili Chen Jie Ding Eric W. Tramel Shuang Wu Anit Kumar Sahu Salman Avestimehr Tao Zhang FedML 87 27 0 17 Apr 2022
MVDG: A Unified Multi-view Framework for Domain Generalization Jian Zhang Lei Qi Yinghuan Shi Yang Gao 81 32 0 23 Dec 2021
Two Sides of Meta-Learning Evaluation: In vs. Out of Distribution Amrith Rajagopal Setlur Oscar Li Virginia Smith 161 13 0 23 Feb 2021