Stars
[ICML 2024] From Biased Selective Labels to Pseudo-Labels: An Expectation-Maximization Framework for Learning from Biased Decisions
[CHIL 2025] Conditional Front-door Adjustment for Heterogeneous Treatment Assignment Effect Estimation Under Non-compliance
An open-source evaluation framework for measuring LLM steerability.
[NeurIPS 2024] Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation
A library for prompt engineering and optimization (SAMMO = Structure-aware Multi-Objective Metaprompt Optimization)
FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algorithms. https://doi.org/10.1093/jamia/ocaa139
A library to create and manage configuration files, especially for machine learning projects.