Hello!

I'm Kishen

About me

I'm a third year Ph.D. student in Computer Science at the University of Maryland, College Park, where I am fortunate to be advised by Laxman Dhulipala and Aravind Srinivasan. Prior to joining UMD, I completed my bachelors in Computer Science and Engineering at IIT Gandhinagar.

My research interests broadly lie in efficient parallel graph algorithms, approximation & parameterized algorithms for problems in combinatorial optimization. In particular, I have been looking into clustering problems, as well as algorithmic fairness and differential privacy.

Publications

Manuscripts

Efficient Centroid-Linkage Clustering

MohammadHossein Bateni, Laxman Dhulipala, Willem Fletcher, Kishen N Gowda, D Ellis Hershkowitz, Rajesh Jayaram, Jakub Łącki

ArXiv: Link

Journal Articles

Improved FPT Algorithms for Deletion to Forest-like Structures

Kishen N Gowda, Aditya Lonkar, Fahad Panolan, Vraj Patel, Saket Saurabh

Algorithmica, 2024

Journal Version: Link

Conference Proceedings

It's Hard to HAC with Average Linkage!

MohammadHossein Bateni, Laxman Dhulipala, Kishen N Gowda, D Ellis Hershkowitz, Rajesh Jayaram, Jakub Łącki

International Colloquium on Automata, Languages, and Programming (ICALP), 2024

Conference Version: Link    ArXiv: Link

Optimal Parallel Algorithms for Dendrogram Computation and Single-Linkage Clustering

Laxman Dhulipala, Xiaojun Dong, Kishen N Gowda, Yan Gu

ACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2024

Conference Version: Link    ArXiv: Link    Code: Link

Socially Fair Center-based and Linear Subspace Clustering

Sruthi Gorantla, Kishen N Gowda, Amit Deshpande, Anand Louis

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 2023

Conference Version: Link    ArXiv: Link    Code: Link

Improved Bi-point Rounding Algorithms and a Golden Barrier for k-Median

Kishen N Gowda, Thomas Pensyl, Aravind Srinivasan, Khoa Trinh

ACM-SIAM Symposium on Discrete Algorithms (SODA), 2023

Conference Version: Link     ArXiv: Link

Improved FPT Algorithms for Deletion to Forest-like Structures

Kishen N Gowda, Aditya Lonkar, Fahad Panolan, Vraj Patel, Saket Saurabh

Proc. of International Symposium On Algorithms And Computation (ISAAC), 2020

Conference Version: Link     ArXiv: Link    Slides: Link