Vyacheslav Kungurtsev

Czech Technical University in Prague — Czech Republic

Mathematics · Physical Sciences

17h-index909citations172works1.02yr avg
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Research Topics

Advanced Optimization Algorithms Research(55), Stochastic Gradient Optimization Techniques(54), Sparse and Compressive Sensing Techniques(51), Optimization and Variational Analysis(24), Advanced Control Systems Optimization(18)

Publications172 total

Time-Varying Multi-objective Optimization: Tradeoff Regret Bounds
Lecture notes in computer science·2026Open Access
Towards Real Time Control of Water Engineering with Nonlinear Hyperbolic Partial Differential Equations
arXiv (Cornell University)·2025Open Access
Binarizing Physics-Inspired GNNs for Combinatorial Optimization
Frontiers in artificial intelligence and applications·2025· 1 citedOpen Access
Planting 10 Million Trees with Lukenya University in Kenya: Methodology, Preliminary Observations and Forecasts
2025Open Access
Quasi-Ergodic Control of Multi-Periodic Autoregressive Processes: Formulation and Examples
arXiv (Cornell University)·2025Open Access
Machine Learning Algorithms for Improving Black Box Optimization Solvers
arXiv (Cornell University)·2025Open Access
Probabilistic iterative hard thresholding for sparse learning
Computational Optimization and Applications·2025Open Access
Machine Learning Algorithms for Improving Exact Classical Solvers in Mixed Integer Continuous Optimization
arXiv (Cornell University)·2025Open Access
A Survey of Multi Agent Reinforcement Learning: Federated Learning and Cooperative and Noncooperative Decentralized Regimes
arXiv (Cornell University)·2025Open Access
Mission-Aligned Learning-Informed Control of Autonomous Systems: Formulation and Foundations
ArXiv.org·2025Open Access
Optimal Control of Two-Phase Membrane Problem
Applied Mathematics & Optimization·2025
A Stochastic-Gradient-Based Interior-Point Algorithm for Solving Smooth Bound-Constrained Optimization Problems
SIAM Journal on Optimization·2025· 3 cited
Direct-search methods for decentralized blackbox optimization
arXiv (Cornell University)·2025Open Access
Undecidable problems associated with variational quantum algorithms
arXiv (Cornell University)·2025Open Access
Federated Sinkhorn
ArXiv.org·2025Open Access
Truss topology design under harmonic loads: peak power minimization with semidefinite programming
Structural and Multidisciplinary Optimization·2025· 2 citedOpen Access
Planting 10 Million Trees with Lukenya University in Kenya: Methodology and Preliminary Observations and Forecasts
2025Open Access
Effect of Weather and Soil Management on Medicinal Compound Concentration in East African Arid Acacias: A Simulation Study
2025
Leveraging Gradient Noise for Detection and Filtering of Byzantine Clients
IEEE Access·2025Open Access
Learning Dynamic Bayesian Networks from Data: Foundations, First Principles and Numerical Comparisons
SSRN Electronic Journal·2025· 1 citedOpen Access
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Frequent Co-authors

Gesualdo Scutari(14), Francisco Facchinei(11), Saeed Vahidian(5), Amir Daneshmand(5), Loris Cannelli(5), El Houcine Bergou(4), Youssef Diouane(4), Pasi Virta(4), Jakub Mareček(4), Mahdi Morafah(3), Weijia Wang(3), Chen Chen(3), Mubarak Shah(3), Philip E. Gill(3), Daniel P. Robinson(3), Harri Lönnberg(3), Lorenzo Lampariello(3), Clément W. Royer(3), Georgios Korpas(3), Johannes Jäschke(2)