Debolina Paul - RankMe

21 papers A* 4A 1B 1Journal 13Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Convex Clustering Redefined: Robust Learning with the Median of Means Estimator. AAAI Koustav Chowdhury, Bibhabasu Mandal, Sourav De, Sagar Ghosh, Swagatam Das, Debolina Paul, Saptarshi Chakraborty
2025	J	`jnl`	A New Framework for Convex Clustering in Kernel Spaces: Finite Sample Bounds, Consistency and Performance Insights. CoRR Shubhayan Pan, Saptarshi Chakraborty, Debolina Paul, Kushal Bose, Swagatam Das
2025	J	`jnl`	Convex Clustering Redefined: Robust Learning with the Median of Means Estimator. CoRR Sourav De, Koustav Chowdhury, Bibhabasu Mandal, Sagar Ghosh, Swagatam Das, Debolina Paul, Saptarshi Chakraborty
2025	A*	`conf`	Dirichlet Process-Based Robust Clustering Using the Median-of-Means Estimator. IJCAI Supratik Basu, Jyotishka Ray Choudhury, Debolina Paul, Swagatam Das
2024	J	`jnl`	Robust Principal Component Analysis: A Median of Means Approach. IEEE Trans. Neural Networks Learn. Syst. Debolina Paul, Saptarshi Chakraborty, Swagatam Das
2024	—	`conf`	t-Divergence: A New Divergence Measure with Application to Robust Statistics & Clustering. Tiny Papers @ ICLR Debolina Paul, Saptarshi Chakraborty, Swagatam Das
2023	J	`jnl`	Implicit Annealing in Kernel Spaces: A Strongly Consistent Clustering Approach. IEEE Trans. Pattern Anal. Mach. Intell. Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu
2023	J	`jnl`	On Consistent Entropy-Regularized k-Means Clustering With Feature Weight Learning: Algorithm and Statistical Analyses. IEEE Trans. Cybern. Saptarshi Chakraborty, Debolina Paul, Swagatam Das
2023	J	`jnl`	Robust and Automatic Data Clustering: Dirichlet Process meets Median-of-Means. CoRR Supratik Basu, Jyotishka Ray Choudhury, Debolina Paul, Swagatam Das
2022	J	`jnl`	Robust Linear Predictions: Analyses of Uniform Concentration, Fast Rates and Model Misspecification. CoRR Saptarshi Chakraborty, Debolina Paul, Swagatam Das
2021	B	`conf`	$t$-Entropy: A New Measure of Uncertainty with Some Applications. ISIT Saptarshi Chakraborty, Debolina Paul, Swagatam Das
2021	A*	`conf`	Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm. AAAI Saptarshi Chakraborty, Debolina Paul, Swagatam Das
2021	J	`jnl`	Robust Principal Component Analysis: A Median of Means Approach. CoRR Debolina Paul, Saptarshi Chakraborty, Swagatam Das
2021	A*	`conf`	Uniform Concentration Bounds toward a Unified Framework for Robust Clustering. NeurIPS Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu
2021	J	`jnl`	Uniform Concentration Bounds toward a Unified Framework for Robust Clustering. CoRR Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu
2021	J	`jnl`	t-Entropy: A New Measure of Uncertainty with Some Applications. CoRR Saptarshi Chakraborty, Debolina Paul, Swagatam Das
2020	J	`jnl`	Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm. CoRR Saptarshi Chakraborty, Debolina Paul, Swagatam Das
2020	J	`jnl`	Entropy Regularized Power k-Means Clustering. CoRR Saptarshi Chakraborty, Debolina Paul, Swagatam Das, Jason Q. Xu
2020	A	`conf`	Entropy Weighted Power k-Means Clustering. AISTATS Saptarshi Chakraborty, Debolina Paul, Swagatam Das, Jason Q. Xu
2020	J	`jnl`	Kernel k-Means, By All Means: Algorithms and Strong Consistency. CoRR Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu
2019	—	`conf`	On the non-convergence of differential evolution: some generalized adversarial conditions and a remedy. GECCO (Companion) Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Ivan Zelinka