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researcher

A. Valavanis

11 papers hereh-index 222.9k citations173 works total

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

author position
  • first author4
  • middle author6

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cond-mat.mes-hall7
  • cs.LG1
  • physics.app-ph1
  • physics.ins-det1
  • physics.optics1

identity via Semantic Scholar / OpenAlex

activity
20092025
most citedAn extended density matrix model applied to silicon-based terahertz quantum cascade lasers

41 citations · 165 across the 10 of their papers we have counts for

collaborators
Showing 2025 · cs.LGShow all

1 paper · 2 filters

cs.LG2025

A Unified Framework for Lifted Training and Inversion Approaches

Xiaoyu Wang, Alexandra Valavanis, Azhir Mahmood +3

The training of deep neural networks predominantly relies on a combination of gradient-based optimisation and back-propagation for the computation of the gradient. While incredibly…

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