Sendhil Mullainathan
8 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6)
π
Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(12)
β
The Questioner
(2)
Conferences
ICML (5)
NIPS (2)
EMNLP (1)
Top co-authors
Keywords
generative model
(2)
feature selection
(1)
medical imaging
(1)
computational linguistics
(1)
language identification
(1)
theoretical analysis
(1)
grammar inference
(1)
machine learning
(1)
language learning
(1)
latent variable
(1)
world model
(1)
formal language
(1)
electronic health record
(1)
evaluation metric
(1)
language generation
(1)
computational learning
(1)
string prediction
(1)
clinical note
(1)
discriminative model
(1)
mortality prediction
(1)
Papers
What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models
ICML 2025
Potemkin Understanding in Large Language Models
ICML 2025
Evaluating the World Model Implicit in a Generative Model
NIPS 2024
Language Generation in the Limit
NIPS 2024
Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization Function
ICML 2024
Characterizing the Value of Information in Medical Notes
EMNLP 2020
Discriminative Regularization for Latent Variable Models with Applications to Electrocardiography
ICML 2019
Direct Uncertainty Prediction for Medical Second Opinions
ICML 2019