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Ekaterina Lobacheva

2 papers here

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • eess.SP1
same name
  • Ekaterina Lobacheva — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedMachine Learning Methods for Spectral Efficiency Prediction in Massive MIMO Systems

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023

Large Learning Rates Improve Generalization: But How Large Are We Talking About?

Ekaterina Lobacheva, Eduard Pockonechnyy, Maxim Kodryan +1

Inspired by recent research that recommends starting neural networks training with large learning rates (LRs) to achieve the best generalization, we explore this hypothesis in deta…

eess.SP2021★ 2 cited

Machine Learning Methods for Spectral Efficiency Prediction in Massive MIMO Systems

Evgeny Bobrov, Sergey Troshin, Nadezhda Chirkova +4

Channel decoding, channel detection, channel assessment, and resource management for wireless multiple-input multiple-output (MIMO) systems are all examples of problems where machi…

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