Sendhil Mullainathan
8 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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The Questioner
(2)
Venues
Top co-authors
Research topics
Keywords
world model
(2)
large language model
(2)
generative model
(2)
generalization
(2)
concept representation
(1)
theoretical analysis
(1)
medical imaging
(1)
language learning
(1)
language identification
(1)
sequence prediction
(1)
machine learning
(1)
formal language
(1)
latent variable
(1)
benchmark dataset
(1)
grammar inference
(1)
computational linguistics
(1)
electronic health record
(1)
evaluation metric
(1)
language generation
(1)
feature selection
(1)
Papers
Potemkin Understanding in Large Language Models
ICML 2025
What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models
ICML 2025
Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization Function
ICML 2024
Evaluating the World Model Implicit in a Generative Model
NeurIPS 2024
Language Generation in the Limit
NeurIPS 2024
Characterizing the Value of Information in Medical Notes
EMNLP 2020
Direct Uncertainty Prediction for Medical Second Opinions
ICML 2019
Discriminative Regularization for Latent Variable Models with Applications to Electrocardiography
ICML 2019