Anupam Datta
10 papers · 2013–2022 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (15) π Grand Slam
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
π
Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(5)
Deep Learning
(4)
Application Areas
(4)
Natural Language Processing
(2)
Techniques
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Core Methods
(1)
Learning Types
(1)
Mathematics
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
algorithmic fairness
(2)
adversarial robustness
(1)
inductive bia
(1)
feature selection
(1)
model robustness
(1)
attention mechanism
(1)
neural network interpretability
(1)
feature attribution
(1)
linear regression
(1)
lipschitz continuity
(1)
adversarial attack
(1)
linear classifier
(1)
convolutional neural network
(1)
recurrent neural network
(1)
causal inference
(1)
language model
(1)
decision boundary
(1)
partial information decomposition
(1)
counterfactual reasoning
(1)
information theory
(1)
Papers
Robust Models Are More Interpretable Because Attributions Look Normal
ICML 2022
Influence Patterns for Explaining Information Flow in BERT
NeurIPS 2021
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
Smoothed Geometry for Robust Attribution
NeurIPS 2020
Feature-Wise Bias Amplification
ICLR 2019
Hunting for Discriminatory Proxies in Linear Regression Models
NeurIPS 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