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2020 – today
- 2023
[j2]Saptarshi Chakraborty, Jason Q. Xu
:
Biconvex Clustering. J. Comput. Graph. Stat. 32(4): 1524-1536 (2023)- [j1]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) - 2022
- [c3]Adithya Vellal, Saptarshi Chakraborty, Jason Q. Xu:
Bregman Power k-Means for Clustering Exponential Family Data. ICML 2022: 22103-22119 - [i4]Adithya Vellal, Saptarshi Chakraborty, Jason Q. Xu:
Bregman Power k-Means for Clustering Exponential Family Data. CoRR abs/2206.10860 (2022) - 2021
- [c2]Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu:
Uniform Concentration Bounds toward a Unified Framework for Robust Clustering. NeurIPS 2021: 8307-8319 - [i3]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
- [c1]Saptarshi Chakraborty, Debolina Paul, Swagatam Das, Jason Q. Xu:
Entropy Weighted Power k-Means Clustering. AISTATS 2020: 691-701 - [i2]Saptarshi Chakraborty, Debolina Paul, Swagatam Das, Jason Q. Xu:
Entropy Regularized Power k-Means Clustering. CoRR abs/2001.03452 (2020) - [i1]Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu:
Kernel k-Means, By All Means: Algorithms and Strong Consistency. CoRR abs/2011.06461 (2020)
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