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Maxim Bolshim
Observed names:
Bolshim, Maksim,
Bolshim, Maxim,
M.A. Bolshim,
М. A. Bolshim
Institution:
ITMO University
Observed institution:
ITMO University
ORCID:
0009-0009-3037-9852
Observed ORCID:
0009-0009-3037-9852
OpenAlex ID:
A5093262347
Inter-Layer Hessian Analysis of Neural Networks with DAG Architectures
2026
·
Bolshim, Maxim
, Kugaevskikh, Alexander
·
arXiv (Cornell University)
·
3
PDF
Local properties of neural networks through the lens of layer-wise Hessians
2025
·
Bolshim, Maxim
, Kugaevskikh, Alexander
·
arXiv (Cornell University)
·
3
PDF
The use of anthropometric points to introduce restrictions into the synthesis of a 3D model of the human body using SMPL
2023
·
A.V. Kugaevskikh
, M.A. Bolshim
, et al.
·
Scientific and technical journal of information technologies mechanics and optics
·
1
PDF
Supplementary Material: When Gradient Clipping Hides Curvature Shifts: Layer-Wise Hessian Diagnostics for Deep Network Training
2026
·
Bolshim, Maksim
, Kugaevskikh, Alexander
·
Zenodo (CERN European Organization for Nuclear Research)
curv-block-discard: curvature discarded by block-diagonal preconditioning
2026
·
Bolshim, Maxim
, Kugaevskikh, Alexander
·
Zenodo (CERN European Organization for Nuclear Research)
Profile-aware diagnostics of discarded parameter-Hessian mass
2026
·
Bolshim, Maxim
, Kugaevskikh, Alexander
·
arXiv (Cornell University)
PDF
Diagnostics of inter-layer connectivity decay and minimal correction by residual connections in deep sequential networks
2026
·
М. A. Bolshim
, A. V. Kugaevskikh
·
Scientific and technical journal of information technologies mechanics and optics
PDF
Stochastic Estimation of the Layer-wise Hessian Trace for Monitoring Neural-network Training
2026
·
Bolshim, Maxim
, Kugaevskikh, Alexander
·
arXiv (Cornell University)
PDF
DAG-Hesse: Inter-Layer Hessian Analysis of Neural Networks with DAG Architectures
2026
·
Bolshim, Maxim
, Kugaevskikh, Alexander
·
Zenodo (CERN European Organization for Nuclear Research)
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Works count:
9
Citation count:
6
H-index:
2
I10-index:
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