№;Название статьи;Журнал / конференция;Ссылка;Год

1;Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices;Conference on Neural Information Processing Systems (NeurIPS) 2021;Подробнее link=https://arxiv.org/abs/2103.03239;2021 2;Accelerated Variance-Reduced Methods for Saddle-Point Problems;EURO Journal on Computational Optimization;Подробнее link=https://www.sciencedirect.com/science/article/pii/S2192440622000247;2022 3;Hyperfast Second-Order Local Solvers for Efficient Statistically Preconditioned Distributed Optimization; EURO Journal on Computational Optimization;Подробнее link=https://www.sciencedirect.com/science/article/pii/S2192440622000211?via%3Dihub;2022 4;Decentralized Distributed Optimization for Saddle Point Problems;Optimization Methods and Software;Подробнее link=https://arxiv.org/pdf/2102.07758.pdf;2022 5;Distributed Saddle-Point Problems: Lower Bounds, Near-Optimal and Robust Algorithms;Optimization Methods and Software;Подробнее link=https://arxiv.org/pdf/2010.13112.pdf;2022 6;Near-optimal tensor methods for minimizing the gradient norm of convex functions;Optimization Methods and Software;Подробнее link=https://arxiv.org/pdf/1912.03381.pdf;2022 7;One-Point Feedback for Composite Optimization with Applications to Distributed and Federated Learning;Optimization Methods and Software;Подробнее link=https://arxiv.org/pdf/2107.05951.pdf;2022 8;Near-Optimal High Probability Complexity Bounds for Non-Smooth Stochastic Optimization with Heavy-Tailed Noise;Journal of Machine Learning Research;Подробнее link=https://arxiv.org/pdf/2106.05958.pdf;2022 9;Accelerated gradient methods with absolute and relative noise in the gradient;Optimization Methods and Software;Подробнее link=https://arxiv.org/pdf/2102.02921.pdf;2022 10;Distributed Learning with Compressed Gradient Differences;Optimization Methods and Software;Подробнее link=https://arxiv.org/pdf/1901.09269.pdf;2022 11;Delay-tolerant Distributed Bregman Proximal Algorithms;Optimization Methods and Software;;2022 12;Inexact Tensor Methods and Their Application to Stochastic Convex Optimization;Optimization Methods and Software;Подробнее link=https://arxiv.org/pdf/2012.15636.pdf;2022 13;On Biased Compression for Distributed Learning;Journal of Machine Learning Research;Подробнее link=https://arxiv.org/pdf/2002.12410.pdf;2022 14;Modularity of some distance graphs;European Journal of Combinatorics;;2022 15;Intersection theorems for (−1, 0, 1)-vectors;European Journal of Combinatorics;Подробнее link=https://arxiv.org/pdf/2004.08721.pdf;2022 16;Dynamic Models Design for Processing Motion Reference Signals for Mobile Robots;Journal of Intelligent and Robotic Systems: Theory and Applications;Подробнее link=https://link.springer.com/article/10.1007/s10846-022-01686-1;2022 17;Decentralized Personalized Federated Learning: Lower Bounds and Optimal Algorithm for All Personalization Modes; EURO Journal on Computational Optimization;Подробнее link=https://www.sciencedirect.com/science/article/pii/S219244062200017X;2022 18;Policy Optimization to Learn Adaptive Motion Primitives in Path Planning with Dynamic Obstacles; IEEE Robotics and Automation Letters, vol. 8, no. 2;Подробнее link=https://ieeexplore.ieee.org/iel7/7083369/9990971/10003648.pdf;2023 19;Uniform intersecting families with large covering number; European Journal of Combinatorics Volume 113;Подробнее link=https://www.sciencedirect.com/science/article/abs/pii/S0195669823000641;2023 20;Octopuses in the Boolean cube: Families with pairwise small intersections, part I; Journal of Combinatorial Theory, Series B;Подробнее link=https://www.sciencedirect.com/science/article/abs/pii/S0095895623000436;2023 21;Accelerated gradient methods with absolute and relative noise in the gradient; Optimization Methods and Software;Подробнее link=https://doi.org/10.1080/10556788.2023.2212503;2023 22;Variance Reduction is an Antidote to Byzantines: Better Rates, Weaker Assumptions and Communication Compression as a Cherry on the Top; ICLR 2023;Подробнее link=https://arxiv.org/abs/2206.00529;2023 23;Safe Interval Path Planning with Kinodynamic Constraints; The Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23);Подробнее link=https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&ved=2ahUKEwj3xoetmYmAAxWCJRAIHfeXClQQFnoECAoQAQ&url=https%3A%2F%2Fojs.aaai.org%2Findex.php%2FAAAI%2Farticle%2Fview%2F26453%2F26225&usg=AOvVaw2FUdVNkaGwXIbJpepKHoPZ&opi=89978449;2023 24;High-Probability Bounds for Stochastic Optimization and Variational Inequalities: the Case of Unbounded Variance;ICML 2023;Подробнее link=https://proceedings.mlr.press/v202/sadiev23a.html;2023 25;Convergence of Proximal Point and Extragradient-Based Methods Beyond Monotonicity: the Case of Negative Comonotonicity;ICML 2023;Подробнее link=https://proceedings.mlr.press/v202/gorbunov23a.html;2023 26;Byzantine-Tolerant Methods for Distributed Variational Inequalities;NeurIPS 2023;Подробнее link=https://openreview.net/forum?id=ER0bcYXvvo;2023 27;Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information;EMNLP 2023;Подробнее link=https://openreview.net/forum?id=hEglNMGeqj;2023 28;Learn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and Learning;AAAI 2024;Подробнее link=https://doi.org/10.1609/aaai.v38i16.29704;2024 29;Improved Anonymous Multi-Agent Path Finding Algorithm;AAAI 2024;Подробнее link=https://doi.org/10.1609/aaai.v38i16.29676;2024 30;Stochastic Frank-Wolfe Unified Analysis and Zoo of Special Cases;AISTATS 2024;Подробнее link=https://proceedings.mlr.press/v238/nazykov24a/nazykov24a.pdf;2024 31;Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates;AISTATS 2024;Подробнее link=https://proceedings.mlr.press/v238/rammal24a/rammal24a.pdf;2024 32;Beyond Attention: Breaking the Limits of Transformer Context Length with Recurrent Memory;AAAI 2024;Подробнее link=https://doi.org/10.1609/aaai.v38i16.29722;2024 33;Lean4trace: Data augmentation for neural theorem proving in Lean;IMCL 2024;Подробнее link=https://openreview.net/forum?id=sjLWmLeJ6R;2024 34;Associative Recurrent Memory Transformer;IMCL 2024;Подробнее link=https://arxiv.org/abs/2407.04841;2024 35;JellyBell at TextGraphs-17 Shared Task: Fusing Large Language Models with External Knowledge for Enhanced Question Answering;ACL 2024;Подробнее link=https://aclanthology.org/2024.textgraphs-1.15/;2024 36;Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification;ACL 2024;Подробнее link=https://aclanthology.org/2024.textgraphs-1.5/;2024