Scientific communication

Talks

Invited talks, conference presentations and scientific events.

September 28–29, 2026 "Understanding the Effectiveness of Gradient Clipping and Warmup: Two-Phase Convergence under Generalized Smoothness" Invited Talk, 2nd Wireless Workshop "Step into the Future", Wireless Business Unit, Huawei Russian Research Institute Irkutsk, Russia
July 20–25, 2026 The 16th Lisbon Machine Learning School (LxMLS) 2026 Summer School at Instituto Superior Técnico (IST) Lisbon, Portugal
May 30, 2026 "Gradient-Free Oracle as a Black Box: How to Solve Optimization Problems When the Oracle Has No Access to Derivatives" Invited Research Seminar, Zhi-Quan (Tom) Luo's Group, The Chinese University of Hong Kong, Shenzhen Shenzhen, China (online)
March 27 – April 02, 2026 SLAI Academic Exchange Academic Exchange Activities at Shenzhen Loop Area Institute Shenzhen, China
October 07, 2025 "On the Possibility of Linear Convergence in the Convex Setting: GD-type First- and Zero-Order Optimization Algorithms under Generalized Smoothness" Quasilinear Equations, Inverse Problems and their Applications (QIPA 2025) Sirius, Russia
September 30, 2025 "Power of Generalized Smoothness in Convex Optimization: First- and Zero-Order Algorithms under Generalized Smoothness" Scientific and Practical Intensive on Replication of State-of-the-art Scientific Results Sirius, Russia
September 08 - 12, 2025 Mediterranean Machine Learning Summer School Summer School at University of Split Split, Croatia
August 01, 2025 "Linear Convergence Rate in Convex Setup is Possible! First- and Zero-Order Algorithms under Generalized Smoothness" XVII th Conference on Stochastic Programming (ICSP 2025) Champs-sur-Marne, France
June 23 - 28, 2025 Summer School "Control, Information and Optimization" Summer School at Innopolis University Innopolis, Russia
May 25, 2025 "Linear Convergence Rate in Convex Setup Is Possible! Gradient Descent Method Variants under (L0, L1)-Smoothness" Data Fest 2025 (Yandex) Moscow, Russia
March 28, 2025 "Linear Convergence Rate in Convex Setup is Possible! First- and Zero-Order Algorithms under Generalized Smoothness" The International Conference dedicated to mathematics in artificial intelligence Sirius, Russia
November 01 - December 28, 2024 Internship Program at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) Research Assistant at MBZUAI Abu Dhabi, UAE
October 26, 2024 "Acceleration Exists! Optimization Problems When Oracle Can Only Compare Objective Function Values" Conference on Machine Learning "Fall into ML 2024" Moscow, Russia
October 19, 2024 "Advantages of the batching technique in gradient-free optimization problems" Quasilinear Equations, Inverse Problems and their Applications Sirius, Russia
October 16, 2024 "A survey of techniques for creating randomized gradient-free algorithms for solving convex optimization problems" Scientific and Practical Intensive on Replication of State-of-the-art Scientific Results Sirius, Russia
October 14, 2024 "Acceleration Exists! Optimization Problems When Oracle Can Only Compare Objective Function Values" Inverse incorrect problems and machine learning Sirius, Russia
October 11, 2024 "Convergence of gradient-free algorithms under overparameterization conditions for federated learning architecture" Trusted artificial intelligence Sirius, Russia
October 07-09, 2024 AI Autumn School on Computational Optimization Autumn School at Innopolis University Innopolis, Russia
September 27, 2024 "Gradient-free oracle as a black box: how to solve optimization problems when the oracle has no access to derivatives" Optimization & Decision Intelligence Group Internal Seminar Zurich, Switzerland (online)
September 25, 2024 "State-of-the-art Zero-Order Randomized Algorithms for Convex Optimization" Research and Practice Workshop: At the center of AI Saint Petersburg, Russia
August 29-30, 2024 "Acceleration Exists! Optimization Problems When Oracle Can Only Compare Objective Function Values" ALGOPT2024 workshop on Algorithmic Optimization: Tools for AI and Data Science Louvain-la-Neuve, Belgium
August 11, 2024 "AI Wine, Chocolate, etc. Or How to Solve Optimization Problems When Only the Objective Function Values Can be Compared?" IV Conference of Russian Mathematical Centers Saint Petersburg, Russia
July 29 - August 3, 2024 Summer School "Control, Information and Optimization" Summer School at Novosibirsk State University Novosibirsk, Russia
July, 11-17, 2024 The 14th Lisbon Machine Learning School (LxMLS) 2024 Summer School at Instituto Superior Técnico (IST) Lisbon, Portugal
June 27, 2024 "State-of-the-art Gradient-Free Randomized Convex Optimization Algorithms" Main scientific seminar of the Innopolis University «Innopolis. Science» Innopolis, Russia
June 25, 2024 "The "Overbatching" Effect? Yes, or How to Improve Error Floor in Black-Box Optimization Problems" Device Algorithm Summit 2024 (Huawei) Moscow, Russia
June 19, 2024 "Presentation of Papers Submitted to the NeurIPS Conference 2024" Institute of Artificial Intelligence (MSU) internal seminar Moscow, Russia
April 24, 2024 "Advancing Maximum Noise Level Estimation in the Black-Box Optimization Problems" WAIT: Workshop on Artificial Intelligence Trustworthiness Almaty, Kazakhstan
February 08, 2024 "How to Solve Optimization Problems When You Can Only Compare Objective Function Values? Applications for Creating AI Wines, Chocolates, etc." Spring into ML 2024 Innopolis, Russia
December 04, 2023 "Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance" Ivannikov ISP RAS Open Conference Moscow, Presidium of RAS, Russia
November 07, 2023 "Techniques for creating gradient-free randomized algorithms in different settings of the optimization problem" Trusted artificial intelligence Sirius, Russia
October 13, 2023 "A survey of techniques for creating randomized gradient-free algorithms for solving convex optimization problems (under the overparameterization condition)" Scientific and Practical Intensive on Replication of State-of-the-art Scientific Results Sirius, Russia
September 20, 2023 "Accelerated Zero-Order SGD Method for Solving the Black Box Optimization Problem under ``Overparametrization'' Condition" XIV International Conference Optimization and Applications (OPTIMA-2023) Petrovac, Montenegro
September 20, 2023 "Stochastic Adversarial Noise in the "Black Box" Optimization Problem" XIV International Conference Optimization and Applications (OPTIMA-2023) Petrovac, Montenegro
September 15, 2023 "Survey of modern randomized gradient-free algorithms for convex optimization problems" All-Russian seminar on optimization named after B.T. Polyak Dolgoprudny, Russia (online)
July, 10-15, 2023 Summer School Learning, Understanding and Optimization in Artificial Intelligence Models Summer School Control, Information and Optimization Nizhny Novgorod, Russia
July 04, 2023 " Zero-Order Algorithms for Solving Non-Smooth Stochastic Optimization Problems with Heavy-Tailed Noise" Mathematical Optimization Theory and Operations Research Ekaterinburg, Russia
July 04, 2023 "Zero-Order Stochastic Conditional Gradient Sliding Method for Non-smooth Convex Optimization" Mathematical Optimization Theory and Operations Research Ekaterinburg, Russia
May 11, 2023 "Non-Smooth Setting of the Stochastic Decentralized Convex Optimization Problem Over Time-Varying Graphs" The 13th International Conference on Network Analysis Nizhny Novgorod, Russia (online)
April 22, 2023 "Stochastic Adversarial Noise in the «Black Box» Optimization Problem" WAIT: Workshop on Artificial Intelligence Trustworthiness Yerevan, Armenia
April 5, 2023 "Is a smoothing scheme with $l_1$ randomization better?" 65th Russian Scientific Conference of MIPT Dolgoprudny, Russia
August 22, 2022 "Two-Point and One-Point Gradient-Free Methods for Federated Learning" Quasilinear Equations, Inverse Problems and Their Applications Sochi, Russia
June, 20-26, 2022 Summer School Learning, Understanding and Optimization in Artificial Intelligence Models Summer School at HSE University Pushkin, Russia
July 22, 2021 "Solving the command navigation problem using a mini-batch adaptive optimization method applied in machine learning" The International Conference “Mathematical Modelling” Zhukovsky, Russia (online)
July 19 - August 8, 2021 Modern Methods of Information Theory, Optimization and Control Intern-Researcher at Sirius University of Science and Technology Sochi, Russia
April 26-30, 2021 Big Challenges for Society, State, and Science Summit of Young Scientists and Engineers Sochi, Russia
April 17, 2020 "Development and application of optimization methods in machine learning procedures for finding parameters of continuous dynamic systems" Gagarin Science Conference Moscow, Russia