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Debolina Paul
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2020 – today
- 2024
- [c6]Debolina Paul, Saptarshi Chakraborty, Swagatam Das:
t-Divergence: A New Divergence Measure with Application to Robust Statistics & Clustering. Tiny Papers @ ICLR 2024 - 2023
- [j2]Debolina Paul
, Saptarshi Chakraborty
, Swagatam Das
, Jason Q. Xu
:
Implicit Annealing in Kernel Spaces: A Strongly Consistent Clustering Approach. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 5862-5871 (2023) - [j1]Saptarshi Chakraborty
, Debolina Paul
, Swagatam Das
:
On Consistent Entropy-Regularized k-Means Clustering With Feature Weight Learning: Algorithm and Statistical Analyses. IEEE Trans. Cybern. 53(8): 4779-4790 (2023) - [i8]Supratik Basu, Jyotishka Ray Choudhury, Debolina Paul, Swagatam Das:
Robust and Automatic Data Clustering: Dirichlet Process meets Median-of-Means. CoRR abs/2311.15384 (2023) - 2022
- [i7]Saptarshi Chakraborty, Debolina Paul, Swagatam Das:
Robust Linear Predictions: Analyses of Uniform Concentration, Fast Rates and Model Misspecification. CoRR abs/2201.01973 (2022) - 2021
- [c5]Saptarshi Chakraborty, Debolina Paul, Swagatam Das:
Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm. AAAI 2021: 6930-6938 - [c4]Saptarshi Chakraborty, Debolina Paul
, Swagatam Das
:
$t$-Entropy: A New Measure of Uncertainty with Some Applications. ISIT 2021: 1475-1480 - [c3]Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu:
Uniform Concentration Bounds toward a Unified Framework for Robust Clustering. NeurIPS 2021: 8307-8319 - [i6]Debolina Paul, Saptarshi Chakraborty, Swagatam Das:
Robust Principal Component Analysis: A Median of Means Approach. CoRR abs/2102.03403 (2021) - [i5]Saptarshi Chakraborty, Debolina Paul, Swagatam Das:
t-Entropy: A New Measure of Uncertainty with Some Applications. CoRR abs/2105.00316 (2021) - [i4]Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu:
Uniform Concentration Bounds toward a Unified Framework for Robust Clustering. CoRR abs/2110.14148 (2021) - 2020
- [c2]Saptarshi Chakraborty
, Debolina Paul, Swagatam Das, Jason Q. Xu:
Entropy Weighted Power k-Means Clustering. AISTATS 2020: 691-701 - [i3]Saptarshi Chakraborty, Debolina Paul
, Swagatam Das, Jason Q. Xu:
Entropy Regularized Power k-Means Clustering. CoRR abs/2001.03452 (2020) - [i2]Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu:
Kernel k-Means, By All Means: Algorithms and Strong Consistency. CoRR abs/2011.06461 (2020) - [i1]Saptarshi Chakraborty, Debolina Paul, Swagatam Das:
Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm. CoRR abs/2012.10929 (2020)
2010 – 2019
- 2019
- [c1]Debolina Paul
, Saptarshi Chakraborty
, Swagatam Das
, Ivan Zelinka
:
On the non-convergence of differential evolution: some generalized adversarial conditions and a remedy. GECCO (Companion) 2019: 265-266
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last updated on 2024-07-27 17:32 CEST by the dblp team
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