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researcher

Ilja Kuzborskij

27 papers hereh-index 171.6k citations41 works total

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

author position
  • first author16
  • middle author10
  • last author1

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • cs.LG20
  • stat.ML4
  • cs.CV2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedData-Dependent Stability of Stochastic Gradient Descent

60 citations · 171 across the 27 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

cs.LG2018★ 8 cited

Efficient Linear Bandits through Matrix Sketching

Ilja Kuzborskij, Leonardo Cella, Nicolò Cesa-Bianchi

We prove that two popular linear contextual bandit algorithms, OFUL and Thompson Sampling, can be made efficient using Frequent Directions, a deterministic online sketching techniq…

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