Optimization Methods for Large-Scale Machine Learning

• Fast and Robust Consensus-Based Optimization via Optimal Feedback Control

  2026 SIAM Journal on Scientific Computing article Computer Science Metaheuristic Optimization Algorithms Research Open access

  2

  citations
• BSAC-CoEx: Coexistence of URLLC and Distributed Learning Services via Device Selection

  2025 IEEE Transactions on Network and Service Management article Computer Science IoT and Edge/Fog Computing

  1

  citations
• Approximating Hessian matrices using Bayesian inference: a new approach for quasi-Newton methods in stochastic optimization

  2024 Optimization methods & software article Mathematics Advanced Optimization Algorithms Research Open access

  2

  citations
• Interplay between Distributed AI Workflow and URLLC

  2022 Globecom conference-paper Computer Science IoT and Edge/Fog Computing

  3

  citations
• Structured learning of rigid‐body dynamics: A survey and unified view from a robotics perspective

  2021 GAMM-Mitteilungen article Computer Science Reinforcement Learning in Robotics Open access

  25

  citations
• Convolutional Embedded Networks for Population Scale Clustering and Bio-Ancestry Inferencing

  2020 IEEE Transactions on Computational Biology and Bioinformatics article Biochemistry, Genetics and Molecular Biology Forensic and Genetic Research Open access

  16

  citations

6 results