Horváth, Samuel
42 publications
CPAL
2025
FedPeWS: Personalized Warmup via Subnetworks for Enhanced Heterogeneous Federated Learning
ICLR
2025
Methods for Convex $(L_0,L_1)$-Smooth Optimization: Clipping, Acceleration, and Adaptivity
NeurIPS
2024
Byzantine Robustness and Partial Participation Can Be Achieved at Once: Just CLIP Gradient Differences
NeurIPS
2023
Accelerated Zeroth-Order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance
AISTATS
2022
FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning
NeurIPSW
2021
FedMix: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning
NeurIPS
2021
FjORD: Fair and Accurate Federated Learning Under Heterogeneous Targets with Ordered Dropout