Bastani, Hamsa
- Mostly Exploration-Free Algorithms for Contextual Bandits
2017/04/28 by Bastani, Hamsa, Bayati, Mohsen, Khosravi, Khashayar · 7 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Interpreting Blackbox Models via Model Extraction
2017/05/23 by Osbert Bastani, Bastani, Osbert, Carolyn Kim +3 · 4 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Healthcare
- Interpretability via Model Extraction
2017/06/29 by Osbert Bastani, Carolyn Kim, Bastani, Osbert +3 · 6 citations
Computer Science · #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning in Healthcare
- Meta Dynamic Pricing: Transfer Learning Across Experiments
2019/02/28 by Hamsa Bastani, Bastani, Hamsa, David Simchi‐Levi +3 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- Decision-Aware Learning for Optimizing Health Supply Chains
2022/11/15 by Tsai-Hsuan Chung, Chung, Tsai-Hsuan, Vahid Rostami +5 · 2 citations
Economics, Econometrics and Finance · #Pharmaceutical Economics and Policy #Health Systems, Economic Evaluations, Quality of Life
- Improving Human Sequential Decision-Making with Reinforcement Learning
2021/08/19 by Hamsa Bastani, Osbert Bastani, Bastani, Hamsa +3 · 1 citation
Decision Sciences · Psychology · Social Sciences · #Behavioral Health and Interventions #Decision-Making and Behavioral Economics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Psychology of Social Influence
- Stochastic Online Conformal Prediction with Semi-Bandit Feedback
2024/05/22 by Ge, Haosen, Bastani, Hamsa, Bastani, Osbert · 1 voice · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multitask Learning and Bandits via Robust Statistics
2021/12/28 by Kan Xu, Xu, Kan, Hamsa Bastani +1 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Bandits for Online Calibration: An Application to Content Moderation on Social Media Platforms
2022/11/11 by Avadhanula, Vashist, Baki, Omar Abdul, Bastani, Hamsa +17 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Generative Adversarial Model-Based Optimization via Source Critic Regularization
2024/02/09 by Yao, Michael S., Zeng, Yimeng, Bastani, Hamsa +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Hiring under Congestion and Algorithmic Monoculture: Value of Strategic Behavior
2025/02/27 by Baek, Jackie, Bastani, Hamsa, Chen, Shihan · 1 citation
#Computer Science and Game Theory (cs.GT) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)