3 citations · 4 across the 3 of their papers we have counts for
5 papers
LO-FAR: A Cost-Aware Local Filter for Sparse Feature Ranking in Industrial Ad Recommendation
Egemen Erbayat, Luis Duque, Sohini Roychowdhury +2
Industrial ad recommendation models rely heavily on sparse, high-cardinality ID-list features that encode user histories and contextual identifiers. Each is backed by a dedicated e…
Age of Information Optimization in Distributed Sensor Networks with Half-Duplex Channels
Peng Zou, Ali Maatouk, Egemen Erbayat +1
Motivated by cooperative distributed networks in which users dynamically alternate between transmit and receive modes under half-duplex constraints, this paper studies the Age of I…
A benchmarking framework for PON-based fronthaul network design
Egemen Erbayat, Gustavo B. Figueiredo, Shih-Chun Lin +3
As mobile networks transition toward 5G and 6G RAN architectures, Passive Optical Networks (PONs) offer a critical solution for cost-effective fronthaul transport. However, the lac…
Age of Information Optimization with Preemption Strategies for Correlated Systems
Egemen Erbayat, Ali Maatouk, Peng Zou +1
In this paper, we examine a multi-sensor system where each sensor monitors multiple dynamic information processes and transmits updates over a shared communication channel. These u…
Age of Information Optimization and State Error Analysis for Correlated Multi-Process Multi-Sensor Systems
Egemen Erbayat, Ali Maatouk, Peng Zou +1
In this paper, we examine a multi-sensor system where each sensor may monitor more than one time-varying information process and send status updates to a remote monitor over a comm…