3 papers
cs.LG2026
Metric -clustering using only Weak Comparison Oracles
Rahul Raychaudhury, Aryan Esmailpour, Sainyam Galhotra +1
Clustering is a fundamental primitive in unsupervised learning. However, classical algorithms for -clustering (such as -median and -means) assume access to exact pairwise…
cs.DB2025
A Theoretical Framework for Distribution-Aware Dataset Search
Aryan Esmailpour, Sainyam Galhotra, Rahul Raychaudhury +1
Effective data discovery is a cornerstone of modern data-driven decision-making. Yet, identifying datasets with specific distributional characteristics, such as percentiles or pref…
cs.DS2024
Fair Set Cover
Mohsen Dehghankar, Rahul Raychaudhury, Stavros Sintos +1
The potential harms of algorithmic decisions have ignited algorithmic fairness as a central topic in computer science. One of the fundamental problems in computer science is Set Co…