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researcher

M. Smorkalov

3 papers hereh-index 4141 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.DC1
  • cs.PF1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedOn Scale-out Deep Learning Training for Cloud and HPC

19 citations · 38 across the 3 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2026

Dynamical Systems Theory Behind a Hierarchical Reasoning Model

Vasiliy A. Es'kin, Mikhail E. Smorkalov

Current large language models (LLMs) primarily rely on linear sequence generation and massive parameter counts, yet they severely struggle with complex algorithmic reasoning. While…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.