ICOMP 2024 Conference Submissions

Traffic control optimization using framework sumo-atclib
Viktor Kazorin, Yaroslav Kholodov
- Published: 20 Sept 2024, Last Modified: 26 Sept 2024
- ICOMP Publication
- Readers: Everyone
Near-Optimal Algorithm with Complexity Separation for Strongly Convex-Strongly Concave Composite Saddle Point Problems
Ekaterina Borodich, Georgiy Kormakov, Dmitry Kovalev, Aleksandr Beznosikov, Alexander Gasnikov
- Published: 20 Sept 2024, Last Modified: 20 Sept 2024
- ICOMP Publication
- Readers: Everyone
FRanDI: Data-Free Neural Network Compression via Feature Regression and Deep Inversion
Konstantin Sobolev, Dmitry Ermilov, Nikolay Kozyrskiy, ANH-HUY PHAN
- Published: 20 Sept 2024, Last Modified: 03 Oct 2024
- ICOMP Publication
- Readers: Everyone
Some properties of multidimensional stochastic optimization algorithm with a constant step-size
Yury Ivanskiy, Kseniia Kopylova
- 07 Aug 2024 (modified: 26 Sept 2024)
- Submitted to ICOMP
- Readers: Everyone
Solving nonsmooth decentralized optimization with affine constraints using gradient sliding
Jiawei Chen, Zhenzhen Song, Alexander Rogozin, Nhat Trung Nguyen, Irina Podlipnova, Demyan Yarmoshik, Alexander Gasnikov
- Published: 20 Sept 2024, Last Modified: 30 Sept 2024
- ICOMP Publication
- Readers: Everyone
Robust GAN inversion
Egor Sevriugov, Ivan Oseledets
- Published: 20 Sept 2024, Last Modified: 29 Sept 2024
- ICOMP Publication
- Readers: Everyone
Unsupervised evaluation of GAN sample: Introducing the TTJac Score
Egor Sevriugov, Ivan Oseledets
- Published: 20 Sept 2024, Last Modified: 29 Sept 2024
- ICOMP Publication
- Readers: Everyone
On Some Versions of Subspace Optimization Methods with Inexact Gradient Information
Ilya Kuruzov, Fefor S. Stonyakin
- Published: 20 Sept 2024, Last Modified: 20 Sept 2024
- ICOMP Publication
- Readers: Everyone
Learning to [locally] optimize a black box
Semenov Maxim Dmitrievich, Grigori Nikitin, Nikolai Kovrizhnykh, Feodor Pisnitchenko
- 05 Aug 2024 (modified: 26 Sept 2024)
- Submitted to ICOMP
- Readers: Everyone
Enhancing Speech Recognition with LLMs in Post-Correction Settings
Artyom Iudin, Dmitrii Korzh, Matvey Skripkin, Dmitrii Masnyi, Oleg Rogov
- 04 Aug 2024 (modified: 26 Sept 2024)
- Submitted to ICOMP
- Readers: Everyone
Explicit Flow Matching: On The Theory of Flow Matching Algorithms with Applications
Gleb Ryzhakov, Svetlana Pavlova, Egor Sevriugov, Ivan Oseledets
- Published: 20 Sept 2024, Last Modified: 03 Oct 2024
- ICOMP Publication
- Readers: Everyone
Three different views on barrier functions in conic optimization
Roland Hildebrand
- Published: 20 Sept 2024, Last Modified: 20 Sept 2024
- ICOMP Publication
- Readers: Everyone
Improved Iteration Complexity in Black-Box Optimization Problems under Higher Order Smoothness Function Condition
Aleksandr Lobanov
- Published: 20 Sept 2024, Last Modified: 20 Sept 2024
- ICOMP Publication
- Readers: Everyone
UVIP: Model-Free Approach to Evaluate Reinforcement Learning Algorithms
Ilya Levin, Denis Belomestny, Alexey Naumov, Sergey Samsonov
- Published: 20 Sept 2024, Last Modified: 04 Oct 2024
- ICOMP Publication
- Readers: Everyone
The Primal-Dual Learning Augmented Algorithm for Parking Permit Problem with Three Permit Types
Kharchenko Yaroslav, A.V. Kononov
- Published: 20 Sept 2024, Last Modified: 23 Sept 2024
- ICOMP Publication
- Readers: Everyone
Error analysis of numerical methods for optimization problems
Alexey Chernov, Anna Lisachenko, Julia Chernova
- Published: 26 Sept 2024, Last Modified: 26 Sept 2024
- ICOMP Publication
- Readers: Everyone
Multi-Agent Local Voting Protocol For Online DAG Scheduling
Nickolay Zhitnukhin, Anastasiia Zhadan, Ivan Kondratov, Alexander Allakhverdyan, Ovanes Petrosian, Aleksei Romanovskii, Vitaliy Kharin
- Published: 20 Sept 2024, Last Modified: 29 Sept 2024
- ICOMP Publication
- Readers: Everyone
New Aspects of Black Box Conditional Gradient: Variance Reduction and One Point Feedback
Andrey Veprikov, Alexander Bogdanov, Vladislav Mikhailovich Minashkin, Aleksandr Beznosikov
- Published: 20 Sept 2024, Last Modified: 20 Sept 2024
- ICOMP Publication
- Readers: Everyone
An Out-of-Shelf Multi-Level Monte Carlo Approach for Average-Reward Reinforcement Learning
Alexander Chernyavskiy, Andrey Veprikov, Vladimir Solodkin, Aleksandr Beznosikov, Aleksandr Panov
- Published: 20 Sept 2024, Last Modified: 30 Sept 2024
- ICOMP Publication
- Readers: Everyone
Multi-Step Computational Graph Prediction for Cloud Workflows: A Comparative Study of Common Machine Learning and Deep Learning Methods
Ruimin Ma, Min Chengspbu, Wumuti Sairikejiang, Ovanes Petrosian
- 02 Aug 2024 (modified: 26 Sept 2024)
- Submitted to ICOMP
- Readers: Everyone
Balanced identification: testing hypotheses about the functioning of an object by experimental data processing
Alexander V. Sokolov
- 21 Jul 2024 (modified: 26 Sept 2024)
- Submitted to ICOMP
- Readers: Everyone
Exploring Applications of State Space Models and Advanced Training Techniques in Sequential Recommendations: A Comparative Study on Efficiency and Perfomance
Nikolay Kutuzov, Alexander Gasnikov, Makar Baderko, Mark Obozov, Kulibaba Stepan
- Published: 20 Sept 2024, Last Modified: 20 Sept 2024
- ICOMP Publication
- Readers: Everyone
Finetuning Large Language Models for Vulnerability Detection
Aleksei Shestov, Rodion Levichev, Ravil Mussabayev, Eugene Maslov, Anton Cheshkov, Pavel Zadorozhny
- Published: 20 Sept 2024, Last Modified: 04 Oct 2024
- ICOMP Publication
- Readers: Everyone
An Optimal Transport Perspective on Unpaired Image Super-Resolution
Milena Gazdieva, Petr Mokrov, Litu Rout, Alexander Korotin, Alexander Filippov, Evgeny Burnaev
- Published: 20 Sept 2024, Last Modified: 26 Sept 2024
- ICOMP Publication
- Readers: Everyone
Solving traveling salesman problem via clustering and new algorithm for merging tours
Nikita Shushko, Egor Barashov, Simon Krassotkin
- Published: 20 Sept 2024, Last Modified: 26 Sept 2024
- ICOMP Publication
- Readers: Everyone