Debolina Paul

According to our database, Debolina Paul authored at least 12 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Implicit Annealing in Kernel Spaces: A Strongly Consistent Clustering Approach.

Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu

IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

On Consistent Entropy-Regularized k-Means Clustering With Feature Weight Learning: Algorithm and Statistical Analyses.

Saptarshi Chakraborty, Debolina Paul, Swagatam Das

IEEE Trans. Cybern., 2023

Robust and Automatic Data Clustering: Dirichlet Process meets Median-of-Means.

Supratik Basu, Jyotishka Ray Choudhury, Debolina Paul, Swagatam Das

CoRR, 2023

2022

Robust Linear Predictions: Analyses of Uniform Concentration, Fast Rates and Model Misspecification.

Saptarshi Chakraborty, Debolina Paul, Swagatam Das

CoRR, 2022

2021

Robust Principal Component Analysis: A Median of Means Approach.

Debolina Paul, Saptarshi Chakraborty, Swagatam Das

CoRR, 2021

Uniform Concentration Bounds toward a Unified Framework for Robust Clustering.

Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

$t$-Entropy: A New Measure of Uncertainty with Some Applications.

Saptarshi Chakraborty, Debolina Paul, Swagatam Das

Proceedings of the IEEE International Symposium on Information Theory, 2021

Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm.

Saptarshi Chakraborty, Debolina Paul, Swagatam Das

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Kernel k-Means, By All Means: Algorithms and Strong Consistency.

Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu

CoRR, 2020

Entropy Regularized Power k-Means Clustering.

Saptarshi Chakraborty, Debolina Paul, Swagatam Das, Jason Q. Xu

CoRR, 2020

Entropy Weighted Power k-Means Clustering.

Saptarshi Chakraborty, Debolina Paul, Swagatam Das, Jason Q. Xu

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

On the non-convergence of differential evolution: some generalized adversarial conditions and a remedy.

Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Ivan Zelinka

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019