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Generalization Error Bounds for Learning under Censored Feedback

Generalization Error Bounds for Learning under Censored Feedback

Yifan Yang
Ali Payani
Parinaz Naghizadeh Ardabili
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Papers citing "Generalization Error Bounds for Learning under Censored Feedback"

18 / 18 papers shown
Title
Adaptive Bounded Exploration and Intermediate Actions for Data Debiasing
Adaptive Bounded Exploration and Intermediate Actions for Data Debiasing
Yifan Yang
Yang Liu
Parinaz Naghizadeh
87
1
0
10 Apr 2025
Learning Thresholds with Latent Values and Censored Feedback
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
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
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
Unintended Selection: Persistent Qualification Rate Disparities and Interventions
Reilly P. Raab
Yang Liu
39
25
0
01 Nov 2021
Adaptive Data Debiasing through Bounded Exploration
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
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
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
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
Adaptive Region-Based Active Learning
Corinna Cortes
Giulia DeSalvo
Claudio Gentile
M. Mohri
Ningshan Zhang
OOD
23
19
0
18 Feb 2020
A Generalization Theory based on Independent and Task-Identically Distributed Assumption
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
Hoeffding-Type and Bernstein-Type Inequalities for Right Censored Data
Y. Goldberg
11
1
0
05 Mar 2019
Equal Opportunity in Online Classification with Partial Feedback
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
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
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
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
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
Support Vector Regression for Right Censored Data
Y. Goldberg
Michael R. Kosorok
86
28
0
23 Feb 2012

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