Mukund Sundararajan
10 papers · 2017–2023 · 5 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (5) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (7)
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(6)
🐝
Cross-Pollinator
(13)
💎
Century Club
(10)
❓
The Questioner
📈
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
Multi-Task Differential Privacy Under Distribution Skew
ICML 2023
Inflow, Outflow, and Reciprocity in Machine Learning
ICML 2023
First is Better Than Last for Language Data Influence
NIPS 2022
Estimating Training Data Influence by Tracing Gradient Descent
NIPS 2020
Attribution in Scale and Space
CVPR 2020
The Shapley Taylor Interaction Index
ICML 2020
The Many Shapley Values for Model Explanation
ICML 2020
How Important is a Neuron
ICLR 2019
Did the Model Understand the Question?
ACL 2018
Axiomatic Attribution for Deep Networks
ICML 2017