Bradley Malin

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

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

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)

Research topics

Deep Learning (3) Machine Learning (3) Models (3) Application Areas (2) Learning Types (2) Artificial Intelligence (1) Computer Vision (1) Natural Language Processing (1) Applications (1) Core AI (1) Domain-Specific (1) Resources & Methods (1)

Keywords

electronic health record (2) synthetic data generation (2) markov chain monte carlo (1) diffusion model (1) variational autoencoder (1) language model (1) tabular data (1) hallucination detection (1) missing modality (1) healthcare data (1) amortized variational inference (1) optimal transport (1) semantic equivalence (1) question answering (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