Samuel Horváth
~Samuel_Horváth1
20
论文总数
10.0
年均投稿
平均评分
接收情况7/20
会议分布
ICLR
14
ICML
3
NeurIPS
3
发表论文 (20 篇)
202513 篇
4
Collaborative and Efficient Personalization with Mixtures of Adaptors
ICLR 2025withdrawn
4
Aequa: Fair Model Rewards in Collaborative Learning via Slimmable Networks
ICML 2025Poster
4
Federated Learning Can Find Friends That Are Advantageous
ICLR 2025Rejected
4
Momentum and Error Feedback for Clipping with Fast Rates and Differential Privacy
ICLR 2025Rejected
4
FedPeWS: Personalized Warmup via Subnetworks for Enhanced Heterogeneous Federated Learning
ICLR 2025withdrawn
3
Differentially Private Clipped-SGD: High-Probability Convergence with Arbitrary Clipping Level
NeurIPS 2025Rejected
4
FRUGAL: Memory-Efficient Optimization by Reducing State Overhead for Scalable Training
ICML 2025Poster
5
FRUGAL: Memory-Efficient Optimization by Reducing State Overhead for Scalable Training
ICLR 2025Rejected
5
Flashback: Understanding and Mitigating Forgetting in Federated Learning
ICLR 2025withdrawn
4
Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization
ICLR 2025Poster
4
Clipping Improves Adam and AdaGrad when the Noise Is Heavy-Tailed
ICLR 2025Rejected
5
Methods for Convex $(L_0,L_1)$-Smooth Optimization: Clipping, Acceleration, and Adaptivity
ICLR 2025Poster
4
Clipping Improves Adam-Norm and AdaGrad-Norm when the Noise Is Heavy-Tailed
ICML 2025Poster
20247 篇
4
Maestro: Uncovering Low-Rank Structures via Trainable Decomposition
ICLR 2024Rejected
3
Dirichlet-based Uncertainty Quantification for Personalized Federated Learning with Improved Posterior Networks
ICLR 2024Rejected
3
Clip21: Error Feedback for Gradient Clipping
ICLR 2024Rejected
5
Byzantine Robustness and Partial Participation Can Be Achieved at Once: Just Clip Gradient Differences
NeurIPS 2024Poster
4
Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad
NeurIPS 2024Poster
3
Byzantine Robustness and Partial Participation Can Be Achieved Simultaneously: Just Clip Gradient Differences
ICLR 2024Rejected
3
High-Probability Convergence for Composite and Distributed Stochastic Minimization and Variational Inequalities with Heavy-Tailed Noise
ICLR 2024Rejected