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M. Pavlovskaia

2 papers hereh-index 452 citations11 works total

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

author position
  • sole author1
  • first author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • math.NT1
  • stat.ML1
same name
  • M. Pavlovskaia — 1 paper, h 1

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

most citedMapping Energy Landscapes of Non-Convex Learning Problems

5 citations · 7 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ML2014★ 5 cited

Mapping Energy Landscapes of Non-Convex Learning Problems

Maria Pavlovskaia, Kewei Tu, Song-Chun Zhu

In many statistical learning problems, the target functions to be optimized are highly non-convex in various model spaces and thus are difficult to analyze. In this paper, we compu…

math.NT2008★ 2 cited

Continued Fraction Expansions of Matrix Eigenvectors

Maria Pavlovskaia

We examine various properties of the continued fraction expansions of matrix eigenvector slopes of matrices from the SL(2, Z) group. We calculate the average period length, maximum…

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