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researcher

M. Jankowiak

30 papers hereh-index 234.2k citations50 works total

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

author position
  • sole author3
  • first author11
  • middle author13
  • last author2

Across the 29 of 30 papers where every author was matched, so the position is known.

fields
  • stat.ML14
  • hep-ph9
  • cs.LG3
  • stat.ME2
  • cs.SI1
  • hep-ex1

identity via Semantic Scholar / OpenAlex

activity
20092023
most citedPyro: Deep Universal Probabilistic Programming

572 citations · 2k across the 30 of their papers we have counts for

collaborators
Showing 2020 · stat.MLShow all

1 paper · 2 filters

stat.ML2020★ 3 cited

Deep Sigma Point Processes

Martin Jankowiak, Geoff Pleiss, Jacob R. Gardner

We introduce Deep Sigma Point Processes, a class of parametric models inspired by the compositional structure of Deep Gaussian Processes (DGPs). Deep Sigma Point Processes (DSPPs)…

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