Online Selective Classification with Limited Feedback

Online Selective Classification with Limited Feedback

27 October 2021

Aditya Gangrade

Venkatesh Saligrama

Papers citing "Online Selective Classification with Limited Feedback"

13 / 13 papers shown

Title
Adversarial Laws of Large Numbers and Optimal Regret in Online Classification N. Alon Omri Ben-Eliezer Y. Dagan Shay Moran M. Naor E. Yogev 91 50 0 22 Jan 2021
Selective Classification via One-Sided Prediction Aditya Gangrade Anil Kag Venkatesh Saligrama UQCV 37 36 0 15 Oct 2020
Fast Rates for Online Prediction with Abstention Gergely Neu Nikita Zhivotovskiy 34 16 0 28 Jan 2020
The Adversarial Robustness of Sampling Omri Ben-Eliezer E. Yogev TTA AAML 43 46 0 26 Jun 2019
SelectiveNet: A Deep Neural Network with an Integrated Reject Option Yonatan Geifman Ran El-Yaniv CVBM OOD 118 310 0 26 Jan 2019
Time-uniform, nonparametric, nonasymptotic confidence sequences Steven R. Howard Aaditya Ramdas Jon D. McAuliffe Jasjeet Sekhon 51 246 0 18 Oct 2018
Adaptive Classification for Prediction Under a Budget Feng Nan Venkatesh Saligrama 68 63 0 26 May 2017
Online Learning with Abstention Corinna Cortes Giulia DeSalvo Claudio Gentile M. Mohri Scott Yang 97 47 0 09 Mar 2017
The Extended Littlestone's Dimension for Learning with Mistakes and Abstentions Chicheng Zhang Kamalika Chaudhuri 43 23 0 21 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,814 0 10 Dec 2015
Online Learning with Feedback Graphs: Beyond Bandits N. Alon Nicolò Cesa-Bianchi O. Dekel Tomer Koren 73 158 0 26 Feb 2015
From Bandits to Experts: On the Value of Side-Observations Shie Mannor Ohad Shamir OffRL 201 220 0 13 Jun 2011
Online Learning via Sequential Complexities Alexander Rakhlin Karthik Sridharan Ambuj Tewari 105 103 0 06 Jun 2010