Addressing the Long-term Impact of ML Decisions via Policy Regret

Addressing the Long-term Impact of ML Decisions via Policy Regret

2 June 2021

Hoda Heidari

Papers citing "Addressing the Long-term Impact of ML Decisions via Policy Regret"

5 / 5 papers shown

Title
Learning in Markov Games with Adaptive Adversaries: Policy Regret, Fundamental Barriers, and Efficient Algorithms Thanh Nguyen-Tang Raman Arora 74 1 0 01 Nov 2024
Weighted Tallying Bandits: Overcoming Intractability via Repeated Exposure Optimality Dhruv Malik Conor Igoe Yuanzhi Li Aarti Singh OffRL 16 1 0 04 May 2023
Mitigating Disparity while Maximizing Reward: Tight Anytime Guarantee for Improving Bandits Vishakha Patil V. Nair Ganesh Ghalme Arindam Khan 12 4 0 19 Aug 2022
Complete Policy Regret Bounds for Tallying Bandits Dhruv Malik Yuanzhi Li Aarti Singh OffRL 15 2 0 24 Apr 2022
How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility A. Chaney Brandon M Stewart Barbara E. Engelhardt CML 169 312 0 30 Oct 2017