Stars
Fin-R1 is a large language model for complex financial reasoning developed and open-sourced with the joint efforts of the SUFE-AIFLM-Lab at the School of Statistics and Data Science, Shanghai Unive…
DAGs with NO TEARS: Continuous Optimization for Structure Learning
AutoSTAT is a user-friendly agent framework for end-to-end data analysis and interactive optimization.
[NeurIPS 2025] AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees
Illustrated Examples from Sutton and Barto
Claude Code slash commands for proofreading LaTeX statistics papers — grammar review (phrasing, spelling, punctuation) and technical review (assumptions, logic, notation).
A toolkit for systematically checking proofs in statistics and ML-theory paper appendices using coding agents. Includes severity framework, phased parallel execution, auto-planning prompt, and a co…
Implementation of "Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making”(ICML 2020) in Python
DGCIT: Double Generative Adversarial Networks for Conditional Independence Testing
Implementation of "Reinforcement Learning in Possibly Nonstationary Environments"
[JASA] Off-Policy Interval Estimation withConfounded Markov Decision Process
Implementation of "Multivariate Dynamic Mediation Analysis Under a Reinforcement Learning Framework"
Unraveling the Interplay between Carryover Effects and Reward Autocorrelations in Switchback Experiments (ICML 2025)
Testing for the Markov Property in Time Series via Deep Conditional Generative Learning
Proximal Learning for Individualized Treatment Regimes Under Unmeasured Confounding
Implementation of "A Reinforcement Learning Framework for Dynamic Mediation Analysis" (ICML 2023) in Python.