Anton Rodomanov
- Optimizing (L0, L1)-Smooth Functions by Gradient Methods
2024/10/14 by Daniil Vankov, Anton Rodomanov, Vankov, Daniil +7 · 11 citations
Computer Science · Engineering · Mathematics · #Advanced Numerical Analysis Techniques #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis
- Universality of AdaGrad Stepsizes for Stochastic Optimization: Inexact Oracle, Acceleration and Variance Reduction
2024/06/10 by Anton Rodomanov, Rodomanov, Anton, Xiaowen Jiang +3 · 5 citations
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Distributed and Parallel Computing Systems #FOS: Mathematics #Optimization and Control (math.OC) #Simulation Techniques and Applications
- Global Complexity Analysis of BFGS
2024/04/23 by Anton Rodomanov, Rodomanov, Anton · 3 citations
Engineering · #FOS: Mathematics #Optimization and Control (math.OC) #Systems Engineering Methodologies and Applications
- Universal Gradient Methods for Stochastic Convex Optimization
2024/02/05 by Anton Rodomanov, Rodomanov, Anton, Ali Kavis +7 · 2 citations
Computer Science · Engineering · Mathematics · #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques
- Stabilized Proximal Point Methods for Federated Optimization
2024/07/09 by Xiaowen Jiang, Jiang, Xiaowen, Anton Rodomanov +3 · 5 citations
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Numerical methods for differential equations #Optimization and Control (math.OC)
- Accelerated Distributed Optimization with Compression and Error Feedback
2025/03/11 by Yuan Gao, Anton Rodomanov, Gao, Yuan +5 · 2 citations
Computer Science · #Age of Information Optimization #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- DADA: Dual Averaging with Distance Adaptation
2025/01/17 by Mohammad Moshtaghifar, Moshtaghifar, Mohammad, Anton Rodomanov +5 · 2 citations
Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #Optimization and Control (math.OC)