Scholar

Aleksandr Beznosikov

Google Scholar ID: hVVJR-sAAAAJ

PhD, Basic Research of Artificial Intelligence Lab

OptimizationMachine Learning

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Citations & Impact

All-time

Citations

1,292

H-index

19

i10-index

29

Publications

20

Co-authors

0

Contact

No contact links provided.

Publications

25 items

HARP: Hadamard-Preconditioned Adaptive Rotation Processor for Extreme LLM Quantization

2026

Cited

0

Why SGD is not Brownian Motion: A New Perspective on Stochastic Dynamics

2026

Cited

0

LionMuon: Alternating Spectral and Sign Descent for Efficient Training

2026

Cited

0

Scalable Knowledge Editing for Mixture-of-Experts LLMs via Tensor-Structured Updates

2026

Cited

0

Hierarchical Mixture-of-Experts with Two-Stage Optimization

2026

Cited

0

Beyond SGD, Without SVD: Proximal Subspace Iteration LoRA with Diagonal Fractional K-FAC

2026

Cited

0

Exploring New Frontiers in Vertical Federated Learning: the Role of Saddle Point Reformulation

2026

Cited

0

Zero-Order Optimization for LLM Fine-Tuning via Learnable Direction Sampling

2026

Cited

0

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)