Jason Q. Xu

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Spectral Clustering

Cluster Centers

Exponential Family

Top Venues

J. Comput. Graph. Stat.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

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) (2023)
Saptarshi Chakraborty, Jason Q. Xu
Biconvex Clustering. J. Comput. Graph. Stat. 32 (4) (2023)
Adithya Vellal, Saptarshi Chakraborty, Jason Q. Xu
Bregman Power k-Means for Clustering Exponential Family Data. ICML (2022)
Adithya Vellal, Saptarshi Chakraborty, Jason Q. Xu
Bregman Power k-Means for Clustering Exponential Family Data. CoRR (2022)
Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu
Uniform Concentration Bounds toward a Unified Framework for Robust Clustering. NeurIPS (2021)