Sanjoy Dasgupta
39 papers
· 2007–2024
· 8 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Academic Marathon
(17)
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Conference Polyglot
(8)
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Interdisciplinary Bridge
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Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(18)
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Renaissance Researcher
(7)
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Keyword Pioneer
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Keyword Trendsetter Combo
(3)
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Deep Specialist
(12)
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Topic Pioneer
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Keyword Champion
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Century Club
(39)
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(86)
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Trend Setter
β‘
Prolific Year
(5)
β
The Questioner
Conferences
NIPS (14)
ICML (9)
AISTATS (5)
ALT (3)
COLT (3)
JMLR (3)
IJCAI (1)
UAI (1)
Top co-authors
Research topics
Keywords
online learning
(5)
active learning
(5)
convergence rate
(5)
k-means clustering
(4)
sample complexity
(4)
nearest neighbor search
(4)
nearest neighbor classification
(3)
mixture model
(3)
supervised learning
(3)
statistical learning
(3)
generative model
(2)
unsupervised learning
(2)
stochastic gradient descent
(2)
cluster analysis
(2)
dimensionality reduction
(2)
generalization bound
(2)
hierarchical clustering
(2)
k-d tree
(2)
density estimation
(2)
parameter estimation
(2)
Papers
Convergence of online k-means
AISTATS 2022
Robust Learning from Discriminative Feature Feedback
AISTATS 2020
Teaching a black-box learner
ICML 2019
Comparison Based Learning from Weak Oracles
AISTATS 2018
Diameter-Based Active Learning
ICML 2017
The Fast Convergence of Incremental PCA
NIPS 2013