Bradley Malin

3 papers · 2021–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

EMNLP (1) ICLR (1) MLHC (1)

Top co-authors

Kamalika Das (1) Jimeng Sun (1) Yuanzhe Xi (1) Walter Stewart (1) Zhuohang Li (1) Soumya Ghosh (1) Jiaxin Zhang (1) Huan He (1) Joyce Ho (1) William hao (1)

Keywords

question answering (1) synthetic data generation (1) markov chain monte carlo (1) variational autoencoder (1) language model (1) electronic health record (1) hallucination detection (1) healthcare datum (1) amortized variational inference (1) semantic equivalence (1)

Papers

A Flexible Generative Model for Heterogeneous Tabular EHR with Missing Modality ICLR 2024

SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency EMNLP 2023

EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders MLHC 2021