Khalili, Ramin

5 publications

TMLR 2025 Accelerated Training on Low-Power Edge Devices Mohamed Aboelenien Ahmed, Kilian Pfeiffer, Osama Abboud, Ramin Khalili, Heba Khdr, Joerg Henkel

TMLR 2025 Mean-Field RL for Large-Scale Unit-Capacity Pickup-and-Delivery Problems Kai Cui, Sharif Azem, Christian Fabian, Kirill Kuroptev, Ramin Khalili, Osama Abboud, Florian Steinke, Heinz Koeppl

NeurIPS 2023 Aggregating Capacity in FL Through Successive Layer Training for Computationally-Constrained Devices Kilian Pfeiffer, Ramin Khalili, Joerg Henkel

TMLR 2023 CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization Kilian Pfeiffer, Martin Rapp, Ramin Khalili, Joerg Henkel

AAAI 2022 DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems Martin Rapp, Ramin Khalili, Kilian Pfeiffer, Jörg Henkel