Saptarshi Chakraborty
9 papers · 2020–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (15) π Interdisciplinary Bridge π Conference Polyglot (6)
π
Academic Marathon
(5)
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Cross-Pollinator
(13)
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Grand Slam
π₯
Unstoppable
(6)
Conferences
AISTATS (3)
AAAI (2)
ICLR (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
high-dimensional datum
(2)
k-means clustering
(2)
cluster analysis
(1)
density estimation
(1)
feature selection
(1)
optimal transport
(1)
outlier detection
(1)
bregman divergence
(1)
intrinsic dimension
(1)
convex clustering
(1)
exponential family
(1)
center-based clustering
(1)
centroid-based clustering
(1)
block coordinate descent
(1)
feature weighting
(1)
high-dimensional clustering
(1)
clustering algorithm
(1)
entropy regularization
(1)
generative adversarial network
(1)
single-cell rna-seq
(1)
Papers
Convex Clustering Redefined: Robust Learning with the Median of Means Estimator
AAAI 2026
Statistical Guarantees for Unpaired Image-to-Image Cross-Domain Analysis using GANs
AISTATS 2025
On the Statistical Properties of Generative Adversarial Models for Low Intrinsic Data Dimension
JMLR 2025
A Statistical Analysis of Wasserstein Autoencoders for Intrinsically Low-dimensional Data
ICLR 2024
Clustering High-dimensional Data with Ordered Weighted $\ell_1$ Regularization
AISTATS 2023
Bregman Power k-Means for Clustering Exponential Family Data
ICML 2022
Uniform Concentration Bounds toward a Unified Framework for Robust Clustering
NIPS 2021
Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm
AAAI 2021
Entropy Weighted Power k-Means Clustering
AISTATS 2020