Georgiy A. Karapetyants

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Training Efficiency & Optimization (1)

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D. B. Rokhlin (1)Dmitry B. Rokhlin (1)Georgiy A. Karapetyants (1)

Papers (1)

Apr 27, 2026

D. B. Rokhlin +3Apr 27, 2026

Dynamic Regret for Online Regression in RKHS via Discounted VAW and Subspace Approximation

Achieve dynamic regret bounds for online regression in RKHS by combining discounted VAW with finite-dimensional subspace approximations, offering a practical approach for time-varying comparisons.

D. B. Rokhlin, Dmitry B. Rokhlin, Georgiy A. Karapetyants +1

Architecture Design (Transformers, SSMs, MoE)Training Efficiency & Optimization

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Georgiy A. Karapetyants

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)