2 papers
stat.ML2025
Beyond Winning: Margin of Victory Relative to Expectation Unlocks Accurate Skill Ratings
Shivam Shorewala, Zihao Yang
Knowledge of accurate relative skills in any competitive system is essential, but foundational approaches such as ELO discard extremely relevant performance data by concentrating e…
cs.LG2025
Anomaly Detection and Improvement of Clusters using Enhanced K-Means Algorithm
Vardhan Shorewala, Shivam Shorewala
This paper introduces a unified approach to cluster refinement and anomaly detection in datasets. We propose a novel algorithm that iteratively reduces the intra-cluster variance o…