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researcher

K. Kate

8 papers hereh-index 9341 citations28 works total

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

author position
  • middle author7
  • last author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.PL2
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedLale: Consistent Automated Machine Learning

6 citations · 18 across the 6 of their papers we have counts for

collaborators
Showing cs.PLShow all

2 papers · 1 filter

cs.PL2019★ 3 cited

Type-Driven Automated Learning with Lale

Martin Hirzel, Kiran Kate, Avraham Shinnar +2

Machine-learning automation tools, ranging from humble grid-search to hyperopt, auto-sklearn, and TPOT, help explore large search spaces of possible pipelines. Unfortunately, each…

cs.PL2018

Yaps: Python Frontend to Stan

Guillaume Baudart, Martin Hirzel, Kiran Kate +2

Stan is a popular probabilistic programming language with a self-contained syntax and semantics that is close to graphical models. Unfortunately, existing embeddings of Stan in Pyt…

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