Debolina Paul
5 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(5)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
AAAI (2)
AISTATS (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
robust clustering
(2)
dirichlet process
(1)
bayesian nonparametrics
(1)
cluster analysis
(1)
density estimation
(1)
k-means clustering
(1)
outlier detection
(1)
convex clustering
(1)
feature weighting
(1)
clustering algorithm
(1)
high-dimensional datum
(1)
entropy regularization
(1)
median-of-means estimator
(1)
majorization-minimization algorithm
(1)
mode seeking
(1)
median of mean
(1)
mean shift clustering
(1)
power k-mean
(1)
feature relevance learning
(1)
Papers
Convex Clustering Redefined: Robust Learning with the Median of Means Estimator
AAAI 2026
Dirichlet Process-Based Robust Clustering Using the Median-of-Means Estimator
IJCAI 2025
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