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researcher

Chris Lucas

5 papers hereh-index 344 citations5 works total

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

author position
  • middle author3
  • last author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI1
same name
  • Chris Lucas — 2 papers, h 2
  • Chris Lucas — 1 paper, h 3
  • Chris Lucas — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedA Universal Marginalizer for Amortized Inference in Generative Models

12 citations · 14 across the 5 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2023

Bayesian Program Learning by Decompiling Amortized Knowledge

Alessandro B. Palmarini, Christopher G. Lucas, N. Siddharth

DreamCoder is an inductive program synthesis system that, whilst solving problems, learns to simplify search in an iterative wake-sleep procedure. The cost of search is amortized b…

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