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researcher

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 math.STShow all

1 paper · 1 filter

math.ST2021★ 2 cited

Time varying regression with hidden linear dynamics

Ali Jadbabaie, Horia Mania, Devavrat Shah +1

We revisit a model for time-varying linear regression that assumes the unknown parameters evolve according to a linear dynamical system. Counterintuitively, we show that when the u…

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