Sarah Dean
University of California, Berkeley
H-index: 14
North America-United States
Top articles of Sarah Dean
Accounting for AI and Users Shaping One Another: The Role of Mathematical Models
arXiv preprint arXiv:2404.12366
2024/4/18
Emergent specialization from participation dynamics and multi-learner retraining
2024/4/18
Ranking with Long-Term Constraints
2024/3/4
Online convex optimization with unbounded memory
2023/12/10
Strategic Usage in a Multi-Learner Setting
arXiv preprint arXiv:2401.16422
2024/1/29
Recommender Systems as Dynamical Systems: Interactions with Viewers and Creators
2024/1/9
Perception-based sampled-data optimization of dynamical systems
IFAC-PapersOnLine
2023/1/1
Initializing Services in Interactive ML Systems for Diverse Users
arXiv preprint arXiv:2312.11846
2023/12/19
Random Features Approximation for Fast Data-Driven Control
NeurIPS Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems
2023/12
To Ask or Not To Ask: Robot-assisted Bite Acquisition with Human-in-the-loop Contextual Bandits
2023/11/5
Reward reports for reinforcement learning
2023/8/8
Foreword for Workshop on Decision Making for Information Retrieval and Recommender Systems
2023/4/30
Decision-aid or Controller? Steering Human Decision Makers with Algorithms
arXiv preprint arXiv:2303.13712
2023/3/23
Controlling reachability in a collaboratively filtered recommender
2022/12/22
Cross-dataset propensity estimation for debiasing recommender systems
arXiv preprint arXiv:2212.13892
2022/12/22
Preference dynamics under personalized recommendations
2022/7/12
Modeling Content Creator Incentives on Algorithm-Curated Platforms
arXiv preprint arXiv:2206.13102
2022/6/27
Multi-learner risk reduction under endogenous participation dynamics
arXiv preprint arXiv:2206.02667
2022/6/6
Choices, Risks, and Reward Reports: Charting Public Policy for Reinforcement Learning Systems
Center for Long Term Cybersecurity Whitepaper Series
2022/2/11
Engineering a Safer Recommender System
Workshop on Responsible Decision Making in Dynamic Environments
2022
