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researcher

Burak Bartan

17 papers hereh-index 11322 citations29 works total

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

author position
  • first author10
  • middle author5

Across the 15 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.DC3
  • cs.IT2
  • eess.SP2
  • math.OC1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedNeural Spectrahedra and Semidefinite Lifts: Global Convex Optimization of Polynomial Activation Neural Networks in Fully Polynomial-Time

5 citations · 11 across the 7 of their papers we have counts for

collaborators
Showing 2022 · math.OCShow all

1 paper · 2 filters

math.OC2022

Distributed Sketching for Randomized Optimization: Exact Characterization, Concentration and Lower Bounds

Burak Bartan, Mert Pilanci

We consider distributed optimization methods for problems where forming the Hessian is computationally challenging and communication is a significant bottleneck. We leverage random…

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