2 papers
cs.LG2025
Stable Trajectory Clustering: An Efficient Split and Merge Algorithm
Atieh Rahmani, Mansoor Davoodi, Justin M. Calabrese
Clustering algorithms fundamentally group data points by characteristics to identify patterns. Over the past two decades, researchers have extended these methods to analyze traject…
cs.LG2025
Stochastic Multi-Objective Multi-Armed Bandits: Regret Definition and Algorithm
Mansoor Davoodi, Setareh Maghsudi
Multi-armed bandit (MAB) problems are widely applied to online optimization tasks that require balancing exploration and exploitation. In practical scenarios, these tasks often inv…