2 papers
cs.LG2025
Threshold-Based Optimal Arm Selection in Monotonic Bandits: Regret Lower Bounds and Algorithms
Chanakya Varude, Jay Chaudhary, Siddharth Kaushik +1
In multi-armed bandit problems, the typical goal is to identify the arm with the highest reward. This paper explores a threshold-based bandit problem, aiming to select an arm based…
cs.LG2024
XMOL: Explainable Multi-property Optimization of Molecules
Aye Phyu Phyu Aung, Jay Chaudhary, Ji Wei Yoon +1
Molecular optimization is a key challenge in drug discovery and material science domain, involving the design of molecules with desired properties. Existing methods focus predomina…