ICOMP 2024 Conference Submissions

Memory-Efficient Backpropagation through Large Linear Layers
Daniel Bershatsky, Aleksandr Mikhalev, Aleksandr Katrutsa, Julia Gusak, Daniil Merkulov, Ivan Oseledets
- Published: 20 Sept 2024, Last Modified: 30 Sept 2024
- ICOMP Publication
- Readers: Everyone
Neural Networks for Structured Grid Generation
Bari Khairullin, Rishat Zagidullin, Sergey Rykovanov
- Published: 20 Sept 2024, Last Modified: 20 Sept 2024
- ICOMP Publication
- Readers: Everyone
Rethinking Exploration and Experience Exploitation in Value-Based Multi-Agent Reinforcement Learning
Anatolii Borzilov, Alexey Skrynnik, Aleksandr Panov
- Published: 20 Sept 2024, Last Modified: 30 Sept 2024
- ICOMP Publication
- Readers: Everyone
NAG-GS: Semi-Implicit, Accelerated and Robust Stochastic Optimizer
Valentin Leplat, Daniil Merkulov, Aleksandr Katrutsa, Daniel Bershatsky, Olga Tsymboi, Ivan Oseledets
- Published: 20 Sept 2024, Last Modified: 20 Sept 2024
- ICOMP Publication
- Readers: Everyone
Last mile routing for LTL shipments
Mikhail Gladkikh, Anna Melnik, Nelli Korotkova
- Published: 20 Sept 2024, Last Modified: 20 Sept 2024
- ICOMP Publication
- Readers: Everyone
Decentralized Proximal Gradient Method for Non-convex Composite problems with Inexact Gradient
Ilya Kuruzov, Fefor S. Stonyakin
- Published: 20 Sept 2024, Last Modified: 20 Sept 2024
- ICOMP Publication
- Readers: Everyone
Expressive Power of Tensor-Train Networks With Equal TT-cores
Emil Alkin
- 14 Jul 2024 (modified: 26 Sept 2024)
- Submitted to ICOMP
- Readers: Everyone
Enhancing Robotic Manipulation Through Fully Integrated Quantum Annealing: The FIQA-RM System
Hadi Salloum, Ali Jnadi, Artem Matevosian, Sofia Gamershmidt, Karam Almaghout
- Published: 20 Sept 2024, Last Modified: 05 Oct 2024
- ICOMP Publication
- Readers: Everyone
Quantum Computing in Drug Discovery: A Review of Quantum Annealing and Gate-Based Approaches
Hadi Salloum, Ruslan Lukin, Manuel Mazzara
- Published: 20 Sept 2024, Last Modified: 05 Oct 2024
- ICOMP Publication
- Readers: Everyone
Three-Point Method with Zero-Order Oracle that Inexactly and Randomly Compares Function Values
Svetlana Tkachenko, Artem Andreev, Aleksandr Beznosikov
- Published: 20 Sept 2024, Last Modified: 04 Oct 2024
- ICOMP Publication
- Readers: Everyone
Dynamic system reconstruction from multivariate time series via multilinear map and time delay emmbedding
Tikhonov Denis, Vadim Strijov
- Published: 20 Sept 2024, Last Modified: 03 Oct 2024
- ICOMP Publication
- Readers: Everyone
Accelerated Methods with Compression for Horizontal and Vertical Federated Learning
Karimullin Timur Rustemovich, Stanko Sergey, Aleksandr Beznosikov, Alexander Gasnikov
- Published: 20 Sept 2024, Last Modified: 01 Oct 2024
- ICOMP Publication
- Readers: Everyone
Adversarial Robustness through Wide Local Minima: A Simple Training Technique
Anton S. Khritankov, Andrey Veprikov, Sergey Smirnov
- Published: 20 Sept 2024, Last Modified: 29 Sept 2024
- ICOMP Publication
- Readers: Everyone
Zeroth-order methods for non-smooth stochastic problems under heavy-tailed noise
Nail Bashirov, Alexander Gasnikov, Aleksandr Lobanov
- Published: 20 Sept 2024, Last Modified: 30 Sept 2024
- ICOMP Publication
- Readers: Everyone
Bregman Proximal Method for Efficient Communications under Similarity
Aleksandr Beznosikov, Darina Dvinskikh, Dmitry Bylinkin, Andrei Semenov, Alexander Gasnikov
- Published: 20 Sept 2024, Last Modified: 01 Oct 2024
- ICOMP Publication
- Readers: Everyone
On Scaled Methods for Saddle Point Problems
Aleksandr Beznosikov, Aibek Alanov, Martin Takáč, Alexander Gasnikov
- Published: 20 Sept 2024, Last Modified: 01 Oct 2024
- ICOMP Publication
- Readers: Everyone
Shuffling Heuristic in Variational Inequalities: Establishing New Convergence Guarantees
Daniil Medyakov, Gleb Molodtsov, Evseev Grigoriy, Egor Petrov, Aleksandr Beznosikov
- Published: 20 Sept 2024, Last Modified: 30 Sept 2024
- ICOMP Publication
- Readers: Everyone
Optimal Approximation of Average Reward Markov Decision Processes
Yuri Sapronov, Nikita Yudin
- Published: 20 Sept 2024, Last Modified: 30 Sept 2024
- ICOMP Publication
- Readers: Everyone
Tensor-Train Point Cloud Compression and Efficient Approximate Nearest-Neighbor Search
Georgii Sergeevich Novikov, Alexander Gneushev, Alexey Kadeishvili, Ivan Oseledets
- Published: 20 Sept 2024, Last Modified: 26 Sept 2024
- ICOMP Publication
- Readers: Everyone
Two Factors Update for Canonical Polyadic Decomposition
Anastasia Sozykina, Valentin Leplat, Igor Vorona, Salman Ahmadi-Asl, ANH-HUY PHAN
- Published: 20 Sept 2024, Last Modified: 05 Oct 2024
- ICOMP Publication
- Readers: Everyone
Provably high degree polynomial representation learning with neural networks
Rahul Madhavan, Yerram Varun
- Published: 20 Sept 2024, Last Modified: 03 Oct 2024
- ICOMP Publication
- Readers: Everyone
Methods for solving variational inequalities with Markovian stochasticity
Vladimir Solodkin, Michael Ermoshin, Roman Gavrilenko, Aleksandr Beznosikov
- Published: 20 Sept 2024, Last Modified: 30 Sept 2024
- ICOMP Publication
- Readers: Everyone
Sparse and Transferable Universal Singular Vectors Attack
Kseniia Kuvshinova, Olga Tsymboi, Ivan Oseledets
- Published: 20 Sept 2024, Last Modified: 29 Sept 2024
- ICOMP Publication
- Readers: Everyone
Algorithm for the Optimal Trajectory of Objects Monitoring
Tatiana Makarovskikh, Mohamed Elsayed Sallam
- Published: 20 Sept 2024, Last Modified: 04 Oct 2024
- ICOMP Publication
- Readers: Everyone
The new is the well-forgotten old - F4 algorithm optimization
Stepan Styopkin
- Published: 20 Sept 2024, Last Modified: 20 Sept 2024
- ICOMP Publication
- Readers: Everyone