35 citations · 206 across the 44 of their papers we have counts for
3 papers · 1 filter
Optimal Learning for Dynamic Coding in Deadline-Constrained Multi-Channel Networks
Semih Cayci, Atilla Eryilmaz
We study the problem of serving randomly arriving and delay-sensitive traffic over a multi-channel communication system with time-varying channel states and unknown statistics. Thi…
Proactive Resource Allocation with Predictable Channel Statistics
L. Srikar Muppirisetty, John Tadrous, Atilla Eryilmaz +1
The behavior of users in relatively predictable, both in terms of the data they request and the wireless channels they observe. In this paper, we consider the statistics of such pr…
Combinatorial Multi-Objective Multi-Armed Bandit Problem
Doruk Öner, Altuğ Karakurt, Atilla Eryılmaz +1
In this paper, we introduce the COmbinatorial Multi-Objective Multi-Armed Bandit (COMO-MAB) problem that captures the challenges of combinatorial and multi-objective online learnin…