1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.LG2021★ 1 cited
Contextual Combinatorial Multi-output GP Bandits with Group Constraints
Sepehr Elahi, Baran Atalar, Sevda Öğüt +1
In federated multi-armed bandit problems, maximizing global reward while satisfying minimum privacy requirements to protect clients is the main goal. To formulate such problems, we…
cs.LG2021
Contextual Combinatorial Bandits with Changing Action Sets via Gaussian Processes
Andi Nika, Sepehr Elahi, Cem Tekin
We consider a contextual bandit problem with a combinatorial action set and time-varying base arm availability. At the beginning of each round, the agent observes the set of availa…
cs.LG2020
Beyond Grids: Multi-objective Bayesian Optimization With Adaptive Discretization
Andi Nika, Sepehr Elahi, Çağın Ararat +1
We consider the problem of optimizing a vector-valued objective function sampled from a Gaussian Process (GP) whose index set is a well-behaved, compact metric spa…