Generalization Error Bounds for Learning under Censored Feedback

Generalization Error Bounds for Learning under Censored Feedback

14 April 2024

Ali Payani

Parinaz Naghizadeh Ardabili

Papers citing "Generalization Error Bounds for Learning under Censored Feedback"

18 / 18 papers shown

Title
Adaptive Bounded Exploration and Intermediate Actions for Data Debiasing Yifan Yang Yang Liu Parinaz Naghizadeh 89 1 0 10 Apr 2025
Learning Thresholds with Latent Values and Censored Feedback Jiahao Zhang Tao Lin Weiqiang Zheng Zhe Feng Yifeng Teng Xiaotie Deng 48 2 0 07 Dec 2023
Algorithmic Censoring in Dynamic Learning Systems Jennifer Chien Margaret E. Roberts Berk Ustun 52 6 0 15 May 2023
Gray Learning from Non-IID Data with Out-of-distribution Samples Zhilin Zhao LongBing Cao Changbao Wang OOD OODD 55 2 0 19 Jun 2022
Unintended Selection: Persistent Qualification Rate Disparities and Interventions Reilly P. Raab Yang Liu 42 25 0 01 Nov 2021
Adaptive Data Debiasing through Bounded Exploration Yifan Yang Yang Liu Parinaz Naghizadeh FaML 44 7 0 25 Oct 2021
Retiring Adult: New Datasets for Fair Machine Learning Frances Ding Moritz Hardt John Miller Ludwig Schmidt 205 455 0 10 Aug 2021
Partitioned Active Learning for Heterogeneous Systems Cheolhei Lee Kaiwen Wang Jianguo Wu W. Cai Xiaowei Yue 31 15 0 14 May 2021
Active Learning for Skewed Data Sets Abbas Kazerouni Qi Zhao Jing Xie Sandeep Tata Marc Najork 31 14 0 23 May 2020
Adaptive Region-Based Active Learning Corinna Cortes Giulia DeSalvo Claudio Gentile M. Mohri Ningshan Zhang OOD 25 19 0 18 Feb 2020
A Generalization Theory based on Independent and Task-Identically Distributed Assumption Guanhua Zheng Jitao Sang Houqiang Li Jian Yu Changsheng Xu OOD 18 1 0 28 Nov 2019
Hoeffding-Type and Bernstein-Type Inequalities for Right Censored Data Y. Goldberg 13 1 0 05 Mar 2019
Equal Opportunity in Online Classification with Partial Feedback Yahav Bechavod Katrina Ligett Aaron Roth Bo Waggoner Zhiwei Steven Wu FaML 41 60 0 06 Feb 2019
Accurate Inference for Adaptive Linear Models Y. Deshpande Lester W. Mackey Vasilis Syrgkanis Matt Taddy OffRL 83 62 0 18 Dec 2017
Why Adaptively Collected Data Have Negative Bias and How to Correct for It Xinkun Nie Xiaoying Tian Jonathan E. Taylor James Zou OnRL 58 90 0 07 Aug 2017
Runaway Feedback Loops in Predictive Policing D. Ensign Sorelle A. Friedler Scott Neville C. Scheidegger Suresh Venkatasubramanian 63 346 0 29 Jun 2017
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 222 4,307 0 07 Oct 2016
Support Vector Regression for Right Censored Data Y. Goldberg Michael R. Kosorok 88 28 0 23 Feb 2012