Gautam Kamath
42 papers
· 2014–2026
· 6 conferences
· across top CS/AI conferences
Achievements
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Academic Marathon
(11)
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Cross-Pollinator
(11)
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Interdisciplinary Bridge
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Keyword Pioneer
π£
Hot Topic Early Bird
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Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(38)
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Conference Polyglot
(6)
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Triple Crown
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Grand Slam
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Deep Specialist
(21)
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Keyword Champion
(4)
ποΈ
Keyword Collector
(129)
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Trend Setter
β‘
Prolific Year
(8)
π₯
Unstoppable
(9)
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Century Club
(41)
Conferences
NIPS (14)
ICML (12)
COLT (9)
ALT (3)
AAAI (2)
ICLR (2)
Top co-authors
Research topics
Keywords
differential privacy
(22)
sample complexity
(9)
total variation distance
(5)
gaussian distribution
(4)
mean estimation
(4)
covariance estimation
(4)
distribution learning
(4)
hypothesis testing
(3)
hypothesis selection
(3)
lower bound
(2)
proper learning
(2)
data poisoning
(2)
parameter estimation
(2)
heavy-tailed distribution
(2)
sensitivity analysis
(2)
robust estimation
(2)
machine unlearning
(2)
statistical learning
(2)
ising model
(2)
statistical estimation
(2)
Papers
Distribution Learnability and Robustness
NIPS 2023
Robust Estimation for Random Graphs
COLT 2022
Private Estimation with Public Data
NIPS 2022
Locally Private Hypothesis Selection
COLT 2020
Privately Learning Markov Random Fields
ICML 2020
Private Hypothesis Selection
NIPS 2019