Leon Mächler

12 papers C 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
The MICCAI Federated Tumor Segmentation (FeTS) Challenge 2024: Efficient and Robust Aggregation Methods for Federated Learning.
CoRR
Akis Linardos, Sarthak Pati, Ujjwal Baid, Brandon Edwards, Patrick Foley, Kevin Ta, Verena Chung, Micah Sheller, Muhammad Irfan Khan, Mojtaba Jafaritadi, Elina Kontio, Suleiman A. Khan, Leon Mächler, Ivan Ezhov, Suprosanna Shit, Johannes C. Paetzold, Gustav Grimberg, Manuel Nickel, David Naccache, Vasilis Siomos, Jonathan Passerat-Palmbach, Giacomo Tarroni, Daewoon Kim, Leonard L. Klausmann, Prashant Shah, Bjoern H. Menze, Dimitrios Makris, Spyridon Bakas
2024 J jnl
FedPID: An Aggregation Method for Federated Learning.
CoRR
Leon Mächler, Gustav Grimberg, Ivan Ezhov, Manuel Nickel, Suprosanna Shit, David Naccache, Johannes C. Paetzold
2023 J jnl
FedPIDAvg: A PID controller inspired aggregation method for Federated Learning.
CoRR
Leon Mächler, Ivan Ezhov, Suprosanna Shit, Johannes C. Paetzold
2022 J jnl
A Conjecture on Hermite Constants.
IACR Cryptol. ePrint Arch.
Leon Mächler, David Naccache
2022 — conf
A for-loop is all you need. For solving the inverse problem in the case of personalized tumor growth modeling.
ML4H@NeurIPS
Ivan Ezhov, Marcel Rosier, Lucas Zimmer, Florian Kofler, Suprosanna Shit, Johannes C. Paetzold, Kevin Scibilia, Felix Steinbauer, Leon Mächler, Katharina Franitza, Tamaz Amiranashvili, Martin J. Menten, Marie Metz, Sailesh Conjeti, Benedikt Wiestler, Bjoern H. Menze
2022 J jnl
Casting the inverse problem as a database query. The case of personalized tumor growth modeling.
CoRR
Ivan Ezhov, Marcel Rosier, Lucas Zimmer, Florian Kofler, Suprosanna Shit, Johannes C. Paetzold, Kevin Scibilia, Leon Mächler, Katharina Franitza, Tamaz Amiranashvili, Marie Metz, Sailesh Conjeti, Benedikt Wiestler, Bjoern H. Menze
2022 — conf
FedPIDAvg: A PID Controller Inspired Aggregation Method for Federated Learning.
BrainLes@MICCAI (2)
Leon Mächler, Ivan Ezhov, Suprosanna Shit, Johannes C. Paetzold
2021 C conf
Explaining the Entombed Algorithm.
CoG
Leon Mächler, David Naccache
2021 J jnl
Explaining the Entombed Algorithm.
CoRR
Leon Mächler, David Naccache
2021 — conf
FedCostWAvg: A New Averaging for Better Federated Learning.
BrainLes@MICCAI (2)
Leon Mächler, Ivan Ezhov, Florian Kofler, Suprosanna Shit, Johannes C. Paetzold, Timo Loehr, Claus Zimmer, Benedikt Wiestler, Bjoern H. Menze
2021 J jnl
FedCostWAvg: A new averaging for better Federated Learning.
CoRR
Leon Mächler, Ivan Ezhov, Florian Kofler, Suprosanna Shit, Johannes C. Paetzold, Timo Loehr, Benedikt Wiestler, Bjoern H. Menze
2021 J jnl
Semi-Implicit Neural Solver for Time-dependent Partial Differential Equations.
CoRR
Suprosanna Shit, Ivan Ezhov, Leon Mächler, Abinav R., Jana Lipková, Johannes C. Paetzold, Florian Kofler, Marie Piraud, Bjoern H. Menze