Jason Q. Xu

According to our database, Jason Q. Xu authored at least 7 papers between 2020 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

Biconvex Clustering.

Saptarshi Chakraborty, Jason Q. Xu

J. Comput. Graph. Stat., 2023

2022

Bregman Power k-Means for Clustering Exponential Family Data.

Adithya Vellal, Saptarshi Chakraborty, Jason Q. Xu

Proceedings of the International Conference on Machine Learning, 2022

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

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