Mukund Sundararajan
10 papers · 2017–2023 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (17) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§
Keyword Pioneer
π§¬
Topic Evolution
π
Trend Setter
π
Century Club Β· Bronze
β
The Questioner
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Core AI Β· Artificial Intelligence
(5)
Optimization & Theory Β· Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Optimization & Theory Β· Deep Learning
(2)
Techniques
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Applications Β· Data Science & Analytics
(1)
Applications Β· Natural Language Processing
(1)
Core AI Β· Computer Vision
(1)
Keywords
feature attribution
(4)
training data
(2)
attribution method
(2)
integrated gradient
(2)
recommender system
(2)
shapley value
(2)
deep learning
(2)
influence function
(2)
sensitivity analysis
(1)
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)
Papers
Inflow, Outflow, and Reciprocity in Machine Learning
ICML 2023
Multi-Task Differential Privacy Under Distribution Skew
ICML 2023
First is Better Than Last for Language Data Influence
NeurIPS 2022
Attribution in Scale and Space
CVPR 2020
Estimating Training Data Influence by Tracing Gradient Descent
NeurIPS 2020
The Many Shapley Values for Model Explanation
ICML 2020
The Shapley Taylor Interaction Index
ICML 2020
How Important is a Neuron
ICLR 2019
Did the Model Understand the Question?
ACL 2018
Axiomatic Attribution for Deep Networks
ICML 2017