A General Method for Robust Learning from Batches

25 February 2020

Papers citing "A General Method for Robust Learning from Batches"

8 / 8 papers shown

Title
Robust estimation algorithms don't need to know the corruption level Ayush Jain A. Orlitsky V. Ravindrakumar 63 6 0 11 Feb 2022
Robust Estimation for Random Graphs Jayadev Acharya Ayush Jain Gautam Kamath A. Suresh Huanyu Zhang 93 9 0 09 Nov 2021
Adversarial for Good? How the Adversarial ML Community's Values Impede Socially Beneficial Uses of Attacks Kendra Albert Maggie K. Delano B. Kulynych Ramnath Kumar AAML 124 5 0 11 Jul 2021
FLEA: Provably Robust Fair Multisource Learning from Unreliable Training Data Eugenia Iofinova Nikola Konstantinov Christoph H. Lampert FaML 90 0 0 22 Jun 2021
Robust Testing and Estimation under Manipulation Attacks Jayadev Acharya Ziteng Sun Huanyu Zhang AAML 103 10 0 21 Apr 2021
On the Sample Complexity of Adversarial Multi-Source PAC Learning Nikola Konstantinov Elias Frantar Dan Alistarh Christoph H. Lampert 86 18 0 24 Feb 2020
Optimal Robust Learning of Discrete Distributions from Batches Ayush Jain A. Orlitsky 59 14 0 19 Nov 2019
Efficiently Learning Structured Distributions from Untrusted Batches Sitan Chen Jingkai Li Ankur Moitra OOD FedML 73 16 0 05 Nov 2019