3 papers
cs.LG2026
Generative Model Proposal based Particle Filtering for Data Assimilation
Chandni Nagda, Mayank Shrivastava, Gudrun Thorkelsdottir +3
Data assimilation models state dynamics conditioned on sequential observations, and has wide-ranging scientific applications. In the filtering setting, the goal is to model the pos…
cs.LG2026
Neural Exploitation and Exploration of Contextual Bandits
Yikun Ban, Yuchen Yan, Arindam Banerjee +1
In this paper, we study utilizing neural networks for the exploitation and exploration of contextual multi-armed bandits. Contextual multi-armed bandits have been studied for decad…
math.AC2026
Linear resolution of products of monomial ideals related to maximal minors
Arindam Banerjee, Dipankar Ghosh, S. Selvaraja
Let be an matrix of distinct indeterminates over a field , where . Set the polynomial ring …