Nigam H. Shah
4 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (14)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(5)
👥
Mega-Team
(30)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
AAAI (1)
MLHC (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
electronic health record
(2)
natural language generation
(1)
instruction following
(1)
maximum likelihood
(1)
survival analysis
(1)
deep neural network
(1)
variational autoencoder
(1)
group fairness
(1)
probabilistic forecasting
(1)
survival prediction
(1)
counterfactual fairness
(1)
scoring rule
(1)
equalized odd
(1)
multimodal foundation model
(1)
large language model
(1)
clinical risk prediction
(1)
business process management
(1)
evaluation harness
(1)
causal inference
(1)
workflow documentation
(1)
Papers
WONDERBREAD: A Benchmark for Evaluating Multimodal Foundation Models on Business Process Management Tasks
NIPS 2024
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
AAAI 2024
Counterfactual Reasoning for Fair Clinical Risk Prediction
MLHC 2019
Countdown Regression: Sharp and Calibrated Survival Predictions
UAI 2019