Mukund Sundararajan
10 papers
· 2017–2023
· 5 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Keyword Pioneer
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Renaissance Researcher
(7)
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Interdisciplinary Bridge
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Taxonomy Completionist
(17)
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Conference Polyglot
(5)
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Academic Marathon
(6)
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Cross-Pollinator
(13)
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Century Club
(10)
β
The Questioner
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Trend Setter
Conferences
ICML (5)
NIPS (2)
ACL (1)
CVPR (1)
ICLR (1)
Top co-authors
Research topics
Keywords
feature attribution
(3)
deep learning
(2)
training datum
(2)
attribution method
(2)
integrated gradient
(2)
recommender system
(2)
influence function
(2)
shapley value
(2)
machine learning
(1)
saliency map
(1)
feature interaction
(1)
deep neural network
(1)
model explanation
(1)
adversarial example
(1)
model interpretation
(1)
cooperative game theory
(1)
word embedding
(1)
deep network
(1)
data pooling
(1)
model prediction
(1)
Papers
Attribution in Scale and Space
CVPR 2020
The Shapley Taylor Interaction Index
ICML 2020
How Important is a Neuron
ICLR 2019
Axiomatic Attribution for Deep Networks
ICML 2017