Anamay Chaturvedi
6 papers · 2020–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Keywords
differential privacy
(4)
approximation algorithm
(3)
k-means clustering
(3)
additive error
(2)
sample complexity
(1)
ising model
(1)
euclidean space
(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)
learning-augmented algorithm
(1)
private algorithm
(1)
matroid constraint
(1)
multiplicative weight
(1)
k-medians clustering
(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