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researcher

D. Šiška

12 papers hereh-index 15604 citations52 works total

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

author position
  • first author1
  • middle author9
  • last author1

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • math.OC6
  • cs.LG3
  • math.PR2
  • q-fin.MF1

identity via Semantic Scholar / OpenAlex

activity
20072026
most citedOn randomized stopping

10 citations · 10 across the 6 of their papers we have counts for

collaborators
Showing 2019 · math.PRShow all

1 paper · 2 filters

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.