Anupam Datta
10 papers · 2013–2022 · 6 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (9) πΊοΈ Taxonomy Completionist (14)
π
Conference Polyglot
(6)
π
Academic Marathon
(9)
π
Renaissance Researcher
(5)
π
Grand Slam
π
Century Club
(10)
π₯
Unstoppable
(5)
π
Conference Pioneer
Conferences
IJCAI (3)
NIPS (3)
AAAI (1)
ACL (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
algorithmic fairness
(2)
causal inference
(1)
adversarial robustness
(1)
model robustness
(1)
attention mechanism
(1)
neural network interpretability
(1)
feature attribution
(1)
linear regression
(1)
lipschitz continuity
(1)
adversarial attack
(1)
recurrent neural network
(1)
language model
(1)
decision boundary
(1)
partial information decomposition
(1)
counterfactual reasoning
(1)
integrated gradient
(1)
counterfactual fairness
(1)
causal analysis
(1)
information flow
(1)
attribution method
(1)
Papers
Robust Models Are More Interpretable Because Attributions Look Normal
ICML 2022
Influence Patterns for Explaining Information Flow in BERT
NIPS 2021
Smoothed Geometry for Robust Attribution
NIPS 2020
An Information-Theoretic Quantification of Discrimination with Exempt Features
AAAI 2020
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models
ACL 2020
Feature-Wise Bias Amplification
ICLR 2019
Hunting for Discriminatory Proxies in Linear Regression Models
NIPS 2018
Incentivizing Peer Grading in MOOCS: An Audit Game Approach
IJCAI 2015
Influence in Classification via Cooperative Game Theory
IJCAI 2015
Audit Games
IJCAI 2013