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Horia Mania

16 papers hereh-index 153.1k citations22 works total

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

author position
  • sole author1
  • first author8
  • middle author7

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • math.OC3
  • stat.ML3
  • math.CO2
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20122022
most citedSimple random search provides a competitive approach to reinforcement learning

162 citations · 442 across the 14 of their papers we have counts for

collaborators
Showing 2016Show all

2 papers · 1 filter

stat.ML2016

On kernel methods for covariates that are rankings

Horia Mania, Aaditya Ramdas, Martin J. Wainwright +2

Permutation-valued features arise in a variety of applications, either in a direct way when preferences are elicited over a collection of items, or an indirect way in which numeric…

math.CO2016★ 3 cited

On paths, stars and wyes in trees

Sébastien Bubeck, Katherine Edwards, Horia Mania +1

We further the study of local profiles of trees. Bubeck and Linial showed that the set of 5-profiles contains a certain polytope, namely the convex hull of d-millipedes, and they p…

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