Hamsa Bastani

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 30

Top Topics

Conformal Prediction

Social Media Platforms

Exploration Exploitation

Top Venues

INFORMS J. Appl. Anal.

Publications

Kan Xu, Hamsa Bastani, Surbhi Goel, Osbert Bastani
Stochastic Bandits with ReLU Neural Networks. CoRR (2024)
Haosen Ge, Hamsa Bastani, Osbert Bastani
Stochastic Online Conformal Prediction with Semi-Bandit Feedback. CoRR (2024)
Michael S. Yao, Yimeng Zeng, Hamsa Bastani, Jacob R. Gardner, James C. Gee, Osbert Bastani
Generative Adversarial Bayesian Optimization for Surrogate Objectives. CoRR (2024)
Haosen Ge, Hamsa Bastani, Osbert Bastani
Rethinking Fairness for Human-AI Collaboration (Extended Abstract). ITCS (2024)
Xinmeng Huang, Kan Xu, Donghwan Lee, Hamed Hassani, Hamsa Bastani, Edgar Dobriban
Optimal Heterogeneous Collaborative Linear Regression and Contextual Bandits. CoRR (2023)
Haosen Ge, Hamsa Bastani, Osbert Bastani
Rethinking Fairness for Human-AI Collaboration. CoRR (2023)
Wanqiao Xu, Yecheng Jason Ma, Kan Xu, Hamsa Bastani, Osbert Bastani
Uniformly Conservative Exploration in Reinforcement Learning. AISTATS (2023)
Tsai-Hsuan Chung, Vahid Rostami, Hamsa Bastani, Osbert Bastani
Decision-Aware Learning for Optimizing Health Supply Chains. CoRR (2022)
Hamsa Bastani, Kimon Drakopoulos, Vishal Gupta, Jon Vlachogiannis, Christos Hadjichristodoulou, Pagona Lagiou, Gkikas Magiorkinis, Dimitrios Paraskevis, Sotirios Tsiodras
Interpretable Operations Research for High-Stakes Decisions: Designing the Greek COVID-19 Testing System. INFORMS J. Appl. Anal. 52 (5) (2022)
Hamsa Bastani, Pavithra Harsha, Georgia Perakis, Divya Singhvi
Learning Personalized Product Recommendations with Customer Disengagement. Manuf. Serv. Oper. Manag. 24 (4) (2022)
Vashist Avadhanula, Omar Abdul Baki, Hamsa Bastani, Osbert Bastani, Caner Gocmen, Daniel Haimovich, Darren Hwang, Dima Karamshuk, Thomas J. Leeper, Jiayuan Ma, Gregory Macnamara, Jake Mullett, Christopher Palow, Sung Park, Varun S. Rajagopal, Kevin Schaeffer, Parikshit Shah, Deeksha Sinha, Nicolás Stier Moses, Peng Xu
Bandits for Online Calibration: An Application to Content Moderation on Social Media Platforms. CoRR (2022)
Hamsa Bastani, David Simchi-Levi, Ruihao Zhu
Meta Dynamic Pricing: Transfer Learning Across Experiments. Manag. Sci. 68 (3) (2022)
Arielle Anderer, Hamsa Bastani, John Silberholz
Adaptive Clinical Trial Designs with Surrogates: When Should We Bother? Manag. Sci. 68 (3) (2022)
So-Min Cheong, Kris Sankaran, Hamsa Bastani
Artificial intelligence for climate change adaptation. WIREs Data Mining Knowl. Discov. 12 (5) (2022)
Hamsa Bastani, Kimon Drakopoulos, Vishal Gupta, Ioannis Vlachogiannis, Christos Hadjichristodoulou, Pagona Lagiou, Gkikas Magiorkinis, Dimitrios Paraskevis, Sotirios Tsiodras
Efficient and targeted COVID-19 border testing via reinforcement learning. Nat. 599 (7883) (2021)
Hamsa Bastani, Mohsen Bayati, Khashayar Khosravi
Mostly Exploration-Free Algorithms for Contextual Bandits. Manag. Sci. 67 (3) (2021)
Hamsa Bastani
Predicting with Proxies: Transfer Learning in High Dimension. Manag. Sci. 67 (5) (2021)
Kan Xu, Hamsa Bastani, Osbert Bastani
Robust Generalization of Quadratic Neural Networks via Function Identification. CoRR (2021)
Kan Xu, Xuanyi Zhao, Hamsa Bastani, Osbert Bastani
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings. CoRR (2021)
Kan Xu, Xuanyi Zhao, Hamsa Bastani, Osbert Bastani
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings. ICML (2021)
Kan Xu, Hamsa Bastani
Learning Across Bandits in High Dimension via Robust Statistics. CoRR (2021)
Hamsa Bastani, Osbert Bastani, Wichinpong Park Sinchaisri
Improving Human Decision-Making with Machine Learning. CoRR (2021)
Wanqiao Xu, Kan Xu, Hamsa Bastani, Osbert Bastani
Safely Bridging Offline and Online Reinforcement Learning. CoRR (2021)
Hamsa Bastani, Mohsen Bayati
Online Decision Making with High-Dimensional Covariates. Oper. Res. 68 (1) (2020)
Hamsa Bastani, Joel Goh, Mohsen Bayati
Evidence of Upcoding in Pay-for-Performance Programs. Manag. Sci. 65 (3) (2019)
Hamsa Bastani, David Simchi-Levi, Ruihao Zhu
Meta Dynamic Pricing: Learning Across Experiments. CoRR (2019)
Hamsa Bastani
Predicting with Proxies. CoRR (2018)
Osbert Bastani, Carolyn Kim, Hamsa Bastani
Interpreting Blackbox Models via Model Extraction. CoRR (2017)
Hamsa Bastani, Mohsen Bayati, Khashayar Khosravi
Exploiting the Natural Exploration In Contextual Bandits. CoRR (2017)
Osbert Bastani, Carolyn Kim, Hamsa Bastani
Interpretability via Model Extraction. CoRR (2017)