Author

David Simchi-Levi

h-index 6 View on Semantic Scholar

We have 3 of 35 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#artificial intelligence Jun 2026

Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation

This work introduces Bayesian in-context experimenters: transformer policies trained to imitate a Bayesian posterior Neyman teacher, and proves this amortized policy can be learned via empirical risk minimization using supervised pretraining.

Jiachun Li, David Simchi-Levi · arXiv.org · 0 citations

Preprint Aug 2026

Refined Thompson Learning for Adaptive Bandits: Power-Efficient Flexibility Scheduling Across Data Centers

A contextual restless multi-armed bandit (CRMAB) framework in which a grid operator requests load reductions without observing internal job-scheduling decisions is proposed, demonstrating the economic potential of data-center flexibility as a grid service and highlighting the importance of high-quality, open-source AI...

Zi-Xi Chen, Yifu Ding, Rui-Cheng Ao et al. · 0 citations

#machine learning Preprint Feb 2026

AI-Generated Measurements for Identification and Inference with Missing Data: A Weak Shadow Variable Approach

This work develops an assumption-lean partial identification framework that uses such measurements as weak shadow variables, defined as outcome-informative proxies that are conditionally independent of missingness given the true outcome and observed covariates.

Hongyu Chen, David Simchi-Levi, Ruoxuan Xiong · 1 citation