Rapp, Martin

6 publications

ICLRW 2025 Attention Is All You Need for Mixture-of-Depths Routing Advait Gadhikar, Souptik Kumar Majumdar, Niclas Popp, Piyapat Saranrittichai, Martin Rapp, Lukas Schott

AutoML 2025 Frozen Layers: Memory-Efficient Many-Fidelity Hyperparameter Optimization Timur Carstensen, Neeratyoy Mallik, Frank Hutter, Martin Rapp

AutoML 2025 \texttt{confopt}: A Library for Implementation and Evaluation of Gradient-Based One-Shot NAS Methods Abhash Kumar Jha, Shakiba Moradian, Arjun Krishnakumar, Martin Rapp, Frank Hutter

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

ICML 2023 Speed-Oblivious Online Scheduling: Knowing (Precise) Speeds Is Not Necessary Alexander Lindermayr, Nicole Megow, Martin Rapp

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