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Nadejda Drenska

12 papers hereh-index 471 citations10 works total

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

author position
  • sole author1
  • first author4
  • middle author1
  • last author6

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

fields
  • math.AP5
  • cs.LG2
  • math.OC2
  • math.CO1
  • math.NA1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedPrediction with Expert Advice: a PDE Perspective

17 citations · 19 across the 8 of their papers we have counts for

collaborators
Showing 2020Show all

3 papers · 1 filter

math.OC2020

Asymptotically optimal strategies for online prediction with history-dependent experts

Jeff Calder, Nadejda Drenska

We establish sharp asymptotically optimal strategies for the problem of online prediction with history dependent experts. The prediction problem is played (in part) over a discrete…

math.AP2020★ 1 cited

Online Prediction With History-Dependent Experts: The General Case

Nadejda Drenska, Jeff Calder

We study the problem of prediction of binary sequences with expert advice in the online setting, which is a classic example of online machine learning. We interpret the binary sequ…

math.OC2020★ 1 cited

A PDE Approach to the Prediction of a Binary Sequence with Advice from Two History-Dependent Experts

Nadejda Drenska, Robert V. Kohn

The prediction of a binary sequence is a classic example of online machine learning. We like to call it the 'stock prediction problem,' viewing the sequence as the price history of…

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