2 papers
cs.LG2026
Meritocratic Fairness via -Shapley Values in Budgeted Combinatorial Bandits with Full-Bandit Feedback
Shradha Sharma, Swapnil Dhamal, Shweta Jain
We study meritocratic fairness in budgeted combinatorial multi-armed bandits with full-bandit feedback, where a learner selects at most arms per time step and observes only the…
cs.MA2025
The Multi-Stage Assignment Problem: A Fairness Perspective
Vibulan J, Swapnil Dhamal, Shweta Jain
This paper explores the problem of fair assignment on Multi-Stage graphs. A multi-stage graph consists of nodes partitioned into disjoint sets (stages) structured as a sequence…