Mitigating Bias in Adaptive Data Gathering via Differential Privacy

6 June 2018

Papers citing "Mitigating Bias in Adaptive Data Gathering via Differential Privacy"

16 / 16 papers shown

Title
Faster Rates for Private Adversarial Bandits Hilal Asi Vinod Raman Kunal Talwar PICV FedML 65 0 0 27 May 2025
When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits Achraf Azize D. Basu 111 23 0 06 Sep 2022
Dynamic Global Sensitivity for Differentially Private Contextual Bandits Huazheng Wang Dave Zhao Hongning Wang 68 5 0 30 Aug 2022
Designing Closed Human-in-the-loop Deferral Pipelines Vijay Keswani Matthew Lease K. Kenthapadi OffRL 122 10 0 09 Feb 2022
Doubly Robust Interval Estimation for Optimal Policy Evaluation in Online Learning Ye Shen Hengrui Cai Rui Song OffRL 117 2 0 29 Oct 2021
Adaptive Data Debiasing through Bounded Exploration Yifan Yang Yang Liu Parinaz Naghizadeh FaML 88 7 0 25 Oct 2021
Debiasing Samples from Online Learning Using Bootstrap Ningyuan Chen Xuefeng Gao Yi Xiong OffRL OnRL 52 4 0 31 Jul 2021
Adaptive Machine Unlearning Varun Gupta Christopher Jung Seth Neel Aaron Roth Saeed Sharifi-Malvajerdi Chris Waites MU 71 184 0 08 Jun 2021
Online Multi-Armed Bandits with Adaptive Inference Maria Dimakopoulou Zhimei Ren Zhengyuan Zhou 85 36 0 25 Feb 2021
Privacy-Constrained Policies via Mutual Information Regularized Policy Gradients Chris Cundy Rishi Desai Stefano Ermon OffRL 127 4 0 30 Dec 2020
Private Reinforcement Learning with PAC and Regret Guarantees G. Vietri Borja Balle A. Krishnamurthy Zhiwei Steven Wu 64 63 0 18 Sep 2020
Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond A. Banerjee Qilong Gu V. Sivakumar Zhiwei Steven Wu 47 4 0 11 Oct 2019
A New Analysis of Differential Privacy's Generalization Guarantees Christopher Jung Katrina Ligett Seth Neel Aaron Roth Saeed Sharifi-Malvajerdi Moshe Shenfeld FedML 96 47 0 09 Sep 2019
On the bias, risk and consistency of sample means in multi-armed bandits Jaehyeok Shin Aaditya Ramdas Alessandro Rinaldo 95 36 0 02 Feb 2019
Crowdsourcing with Fairness, Diversity and Budget Constraints Naman Goel Boi Faltings FaML 85 20 0 31 Oct 2018
Differentially Private Contextual Linear Bandits R. Shariff Or Sheffet 87 120 0 28 Sep 2018