Jason Q. Xu

According to our database, Jason Q. Xu authored at least 6 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

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