Maxim Rakhuba

According to our database, Maxim Rakhuba authored at least 9 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

RiemannLoRA: A Unified Riemannian Framework for Ambiguity-Free LoRA Optimization.

Vladimir Bogachev, Vladimir Aletov, Alexander Molozhavenko, Denis Bobkov, Vera Soboleva, Aibek Alanov, Maxim Rakhuba

CoRR, July, 2025

Pay Attention to Attention Distribution: A New Local Lipschitz Bound for Transformers.

Nikolay Yudin, Alexander Gaponov, Sergei Kudriashov, Maxim Rakhuba

CoRR, July, 2025

COALA: Numerically Stable and Efficient Framework for Context-Aware Low-Rank Approximation.

Uliana Parkina, Maxim Rakhuba

CoRR, July, 2025

On the Upper Bounds for the Matrix Spectral Norm.

Alexey Naumov, Maxim Rakhuba, Denis Ryapolov, Sergey Samsonov

CoRR, June, 2025

Accelerating Newton-Schulz Iteration for Orthogonalization via Chebyshev-type Polynomials.

Ekaterina Grishina, Matvey Smirnov, Maxim Rakhuba

CoRR, June, 2025

Knowledge Graph Completion with Mixed Geometry Tensor Factorization.

Viacheslav Yusupov, Maxim Rakhuba, Evgeny Frolov

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

ProcrustesGPT: Compressing LLMs with Structured Matrices and Orthogonal Transformations.

Ekaterina Grishina, Mikhail Gorbunov, Maxim Rakhuba

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Tight and Efficient Upper Bound on Spectral Norm of Convolutional Layers.

Ekaterina Grishina, Mikhail Gorbunov, Maxim Rakhuba

CoRR, 2024

Group and Shuffle: Efficient Structured Orthogonal Parametrization.

Mikhail Gorbunov, Nikolay Yudin, Vera Soboleva, Aibek Alanov, Alexey Naumov, Maxim Rakhuba

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024