Publications

You can also find my articles on my Google Scholar profile.

Bayesian optimization with llm-based acquisition functions for natural language preference elicitation

We introduce PEBOL, a preference elicitation (PE) framework which balances traditional decision-theoretic PE methods with the open-ended language use of LLMs.

MEDBind: Unifying Language and Multimodal Medical Data Embeddings

Using text data as the central anchor, MEDBind features tri-modality binding, delivering competitive performance in top-K retrieval, zero-shot, and few-shot ...

Comparison of machine learning and the regression-based EHMRG model for predicting early mortality in acute heart failure

Logistic regression was comparable to ML in discrimination, but was superior to ML algorithms in calibration overall. ML algorithms for prognosis should rout...