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Maksim Velikanov

Three-particle electron-hole complexes in two-dimensional electron systems
2018 · V. A. Kuznetsov, L. V. Kulik, et al. · Physical review. B./Physical review. B · 24
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Universal scaling laws in the gradient descent training of neural networks
2021 · Velikanov, Maksim, Yarotsky, Dmitry · arXiv (Cornell University) · 4
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Falcon Mamba: The First Competitive Attention-free 7B Language Model
2024 · Zuo, Jingwei, Velikanov, Maksim, et al. · arXiv (Cornell University) · 3
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Falcon2-11B Technical Report
2024 · Malartic, Quentin, Chowdhury, Nilabhra Roy, et al. · arXiv (Cornell University) · 2
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Efficient Conformal Prediction under Data Heterogeneity
2023 · Plassier, Vincent, Kotelevskii, Nikita, et al. · arXiv (Cornell University) · 2
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Explicit loss asymptotics in the gradient descent training of neural networks
2021 · Maksim Velikanov, Dmitry Yarotsky · neural information processing systems · 2
Tight Convergence Rate Bounds for Optimization Under Power Law Spectral Conditions
2022 · Velikanov, Maksim, Yarotsky, Dmitry · arXiv (Cornell University) · 1
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Train Smarter, Not Longer: Memorization-Guided Data Reuse for Efficient LLM Training
2026 · Zuo, Jingwei, Zeng, Cong, et al. · arXiv (Cornell University)
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Learnable Multipliers: Freeing the Scale of Language Model Matrix Layers
2026 · Velikanov, Maksim, Chahed, Ilyas, et al. · arXiv (Cornell University)
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Optimization and Generalization of Linear Models with Power-Law Spectrum
2025 · Maksim Velikanov
Optimisation et généralisation des modèles linéaires à spectre en loi de puissance
2025 · Velikanov, Maksim · theses.fr (ABES)
SGD with memory: fundamental properties and stochastic acceleration
2024 · Yarotsky, Dmitry, Velikanov, Maksim · arXiv (Cornell University)
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Generalization error of spectral algorithms
2024 · Velikanov, Maksim, Panov, Maxim, et al. · arXiv (Cornell University)
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A view of mini-batch SGD via generating functions: conditions of convergence, phase transitions, benefit from negative momenta
2022 · Velikanov, Maksim, Kuznedelev, Denis, et al. · arXiv (Cornell University)
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Embedded Ensembles: Infinite Width Limit and Operating Regimes
2022 · Velikanov, Maksim, Kail, Roman, et al. · arXiv (Cornell University)
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Works count: 16
Citation count: 38
H-index: 3
I10-index: 1
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