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researcher

Lukasz Szpruch

10 papers hereh-index 14787 citations31 works total

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

author position
  • first author2
  • middle author5
  • last author3

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

fields
  • cs.AI3
  • cs.LG2
  • q-fin.CP2
  • math.PR1
  • q-fin.MF1
  • q-fin.PR1
same name
  • Lukasz Szpruch — 6 papers, h 8
  • Lukasz Szpruch — 5 papers, h 3
  • Lukasz Szpruch — 4 papers, h 2
  • Lukasz Szpruch — 2 papers, h 5
  • Lukasz Szpruch — 2 papers, h 3

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

activity
20192026
most citedSolving path dependent PDEs with LSTM networks and path signatures

4 citations · 4 across the 5 of their papers we have counts for

collaborators
Showing math.PRShow all

1 paper · 1 filter

math.PR2019

Mean-Field Langevin Dynamics and Energy Landscape of Neural Networks

Kaitong Hu, Zhenjie Ren, David Siska +1

Our work is motivated by a desire to study the theoretical underpinning for the convergence of stochastic gradient type algorithms widely used for non-convex learning tasks such as…

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