Kevin Ellis - Publications, H-index & Citations

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Kevin Ellis

university of texas austin

20H-index

75Paper Count

1.1KCitation Count

Published Papers 7

Publication Date

Symbolic metaprogram search improves learning efficiency and explains rule learning in humans

NATURE COMMUNICATIONS

IF15.7

2024-08-10

OAAI

Rule, Joshua S.; Piantadosi, Steven T.; Cropper, Andrew; Ellis, Kevin; Nye, Maxwell; Tenenbaum, Joshua B.

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Discovering quantum circuit components with program synthesis

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-05-03

OAAI

Sarra, Leopoldo; Ellis, Kevin; Marquardt, Florian

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DreamCoder: growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2023-06-05

OAAI

Ellis, Kevin; Wong, Lionel; Nye, Maxwell; Sable-Meyer, Mathias; Cary, Luc; Anaya Pozo, Lore; Hewitt, Luke; Solar-Lezama, Armando; Tenenbaum, Joshua B.

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A language of thought for the mental representation of geometric shapes

COGNITIVE PSYCHOLOGY

IF3

2022-12-01

OAAI

Sable-Meyer, Mathias; Ellis, Kevin; Tenenbaum, Josh; Dehaene, Stanislas

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Synthesizing theories of human language with Bayesian program induction

NATURE COMMUNICATIONS

IF15.7

2022-08-30

OAAI

Ellis, Kevin; Albright, Adam; Solar-Lezama, Armando; Tenenbaum, Joshua B.; O'Donnell, Timothy J.

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Making sense of raw input

artificial intelligence review

IF4.6

2021-10-01

OAAI

Evans, Richard; Bosnjak, Matko; Buesing, Lars; Ellis, Kevin; Pfau, David; Kohli, Pushmeet; Sergot, Marek

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Neurosymbolic Programming

FOUNDATIONS AND TRENDS IN PROGRAMMING LANGUAGES

IF0.5

2021-01-01

OAAI

Chaudhuri, Swarat; Ellis, Kevin; Polozov, Oleksandr; Singh, Rishabh; Solar-Lezama, Armando; Yue, Yisong

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Research Directions