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

31 items

Self-Study Reconsidered: The Hidden Fragility of Learning from Self-Generated QA

2026

Cited

0

Zero-order Parameter-free Optimization for LMO-based Methods: Novel Approach for Efficient Fine-tuning

2026

Cited

0

Analyzing Stream Collapse in Hyper-Connections: From Diagnosis to Mitigation

2026

Cited

0

Rethinking the Role of Tensor Decompositions in Post-Training LLM Compression

2026

Cited

0

Extreme Low-Bit Inference in Reasoning Models: Failure Modes and Targeted Recovery

2026

Cited

0

Softsign: Smooth Sign in Your Optimizer For Better Parameter Heterogeneity Handling

2026

Cited

0

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

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)