2 papers
math.OC2023
Diversity Maximized Scheduling in RoadSide Units for Traffic Monitoring Applications
Ahmad Sarlak, Xiwen Chen, Rahul Amin +1
This paper develops an optimal data aggregation policy for learning-based traffic control systems based on imagery collected from Road Side Units (RSUs) under imperfect communicati…
cs.LG2023
Learning on Bandwidth Constrained Multi-Source Data with MIMO-inspired DPP MAP Inference
Xiwen Chen, Huayu Li, Rahul Amin +1
This paper proposes a distributed version of Determinant Point Processing (DPP) inference to enhance multi-source data diversification under limited communication bandwidth. DPP is…