影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
62.02/100
前 4.3%
全站排名 #2,764
发表论文13 篇
平均评分
年均产出4.3 篇/年
Nicolas Loizou
研究方向
Convex Optimization · Non-convex Optimization · Distributed Optimization · Randomized Numerical Linear Algebra · Optimization Algorithms for Machine Learning
11
Analysis of an Idealized Stochastic Polyak Method and its Application to Black-Box Model Distillation
ICLR 2026Rejected
三作11
Safeguarded Stochastic Polyak Step-Sizes for Non-smooth Optimization: Robust Performance Without Small (Sub)Gradients
ICLR 2026Rejected
二作13
Certifiably Robust Classifiers: Bridging the Gap Between Theory and Practice
ICLR 2026Rejected
18
PEARL-Prox: Proximal Algorithm for Resolving Player Drift in Multiplayer Federated Learning
ICLR 2026Rejected
二作29
Extragradient Method for $(L_0, L_1)$-Lipschitz Root-finding Problems
NeurIPS 2025Poster
二作20
Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance
ICLR 2025Poster
二作26
Multiplayer Federated Learning: Reaching Equilibrium with Less Communication
NeurIPS 2025Poster
三作27
Sharpness-Aware Minimization: General Analysis and Improved Rates
ICLR 2025Poster
二作44
Multiplayer Federated Learning: Reaching Equilibrium with Less Communications
ICLR 2025Rejected
三作13
Analysis of an Idealized Stochastic Polyak Method and its Application to Black-Box Model Distillation
ICML 2025Rejected
三作