Active Learning for Cost-Sensitive Classification

Active Learning for Cost-Sensitive Classification

3 March 2017

A. Krishnamurthy

Papers citing "Active Learning for Cost-Sensitive Classification"

18 / 18 papers shown

Title
On The Statistical Complexity of Offline Decision-Making Thanh Nguyen-Tang R. Arora OffRL 48 1 0 10 Jan 2025
Streaming Active Learning with Deep Neural Networks Akanksha Saran Safoora Yousefi A. Krishnamurthy John Langford Jordan T. Ash 42 15 0 05 Mar 2023
Pixel is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection Zhenyu Wu Lin Wang Wen Wang Qing Xia Chenglizhao Chen Aimin Hao Shuo Li AAML 43 5 0 13 Dec 2022
Promises and Pitfalls of Threshold-based Auto-labeling Harit Vishwakarma Heguang Lin Frederic Sala Ramya Korlakai Vinayak 34 9 0 22 Nov 2022
Making Decisions under Outcome Performativity Michael P. Kim Juan C. Perdomo 48 19 0 04 Oct 2022
Sample Efficient Learning of Predictors that Complement Humans Mohammad-Amin Charusaie Hussein Mozannar David Sontag Samira Samadi 41 32 0 19 Jul 2022
Black-box Generalization of Machine Teaching Xiaofeng Cao Yaming Guo Ivor W. Tsang James T. Kwok 28 0 0 30 Jun 2022
Efficient Active Learning with Abstention Yinglun Zhu Robert D. Nowak 49 11 0 31 Mar 2022
Oracle-Efficient Online Learning for Beyond Worst-Case Adversaries Nika Haghtalab Yanjun Han Abhishek Shetty Kunhe Yang 38 23 0 17 Feb 2022
Efficient First-Order Contextual Bandits: Prediction, Allocation, and Triangular Discrimination Dylan J. Foster A. Krishnamurthy 48 43 0 05 Jul 2021
Improved Algorithms for Efficient Active Learning Halfspaces with Massart and Tsybakov noise Chicheng Zhang Yinan Li 27 24 0 10 Feb 2021
Active Learning under Label Shift Eric Zhao Anqi Liu Anima Anandkumar Yisong Yue 27 26 0 16 Jul 2020
Batch Decorrelation for Active Metric Learning Priyadarshini Kumari Ritesh Goru Siddhartha Chaudhuri Subhasis Chaudhuri 21 7 0 20 May 2020
Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits under Realizability D. Simchi-Levi Yunzong Xu OffRL 47 107 0 28 Mar 2020
Deep Active Learning for Remote Sensing Object Detection Zhenshen Qu Jingda Du Yong Cao Qiuyu Guan Pengbo Zhao ObjD 24 17 0 17 Mar 2020
CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation Radek Mackowiak Philip Lenz Omair Ghori Ferran Diego O. Lange Carsten Rother 39 108 0 23 Oct 2018
Practical Contextual Bandits with Regression Oracles Dylan J. Foster Alekh Agarwal Miroslav Dudík Haipeng Luo Robert Schapire 14 124 0 03 Mar 2018
Active Learning with Logged Data Songbai Yan Kamalika Chaudhuri T. Javidi 22 27 0 25 Feb 2018