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researcher

Patrick Shafto

31 papers hereh-index 324.2k citations178 works total

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

author position
  • middle author4
  • last author27

Across the 31 of 31 papers where every author was matched, so the position is known.

fields
  • cs.LG18
  • cs.AI6
  • stat.ML3
  • cs.CL1
  • cs.CR1
  • cs.LO1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedBayesDB: A probabilistic programming system for querying the probable implications of data

22 citations · 128 across the 29 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.LG2018

Generalizing the theory of cooperative inference

Pei Wang, Pushpi Paranamana, Patrick Shafto

Cooperation information sharing is important to theories of human learning and has potential implications for machine learning. Prior work derived conditions for achieving optimal…

stat.ML2018★ 2 cited

Standing Wave Decomposition Gaussian Process

Chi-Ken Lu, Scott Cheng-Hsin Yang, Patrick Shafto

We propose a Standing Wave Decomposition (SWD) approximation to Gaussian Process regression (GP). GP involves a costly matrix inversion operation, which limits applicability to lar…

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