Anamay Chaturvedi
6 papers · 2020–2023 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Hot Topic Early Bird
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Conference Polyglot
(4)
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Cross-Pollinator
(10)
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Keyword Champion
(2)
Conferences
AAAI (3)
AISTATS (1)
ICLR (1)
ICML (1)
Top co-authors
Research topics
Keywords
differential privacy
(4)
approximation algorithm
(2)
additive error
(2)
k-means clustering
(2)
sample complexity
(1)
ising model
(1)
graphical model selection
(1)
exponential mechanism
(1)
local privacy
(1)
submodular maximization
(1)
markov random field
(1)
clustering algorithm
(1)
streaming algorithm
(1)
gaussian graphical model
(1)
private algorithm
(1)
matroid constraint
(1)
multiplicative weight
(1)
submodular optimization
(1)
multiplicative approximation
(1)
combinatorial optimization
(1)
Papers
Improved Learning-augmented Algorithms for k-means and k-medians Clustering
ICLR 2023
Streaming Submodular Maximization with Differential Privacy
ICML 2023
Locally Private k-Means Clustering with Constant Multiplicative Approximation and Near-Optimal Additive Error
AAAI 2022
Differentially Private Decomposable Submodular Maximization
AAAI 2021
Differentially Private k-Means via Exponential Mechanism and Max Cover
AAAI 2021
Learning Gaussian Graphical Models via Multiplicative Weights
AISTATS 2020