Kevin Ellis

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Machine Learning

Autism Spectrum Disorder

Top Venues

Nature communications

Philosophical transactions. Series A, Mathematical, physical, and engineering sciences

This page only lists publications with an associated author ORCID identifier.

Publications

Joshua S Rule, Steven T Piantadosi, Andrew Cropper, Kevin Ellis, Maxwell Nye, Joshua B Tenenbaum
Symbolic metaprogram search improves learning efficiency and explains rule learning in humans. Nature communications 15 (1) (2024)
Joshua S Rule, Steven T Piantadosi, Andrew Cropper, Kevin Ellis, Maxwell Nye, Joshua B Tenenbaum
Symbolic metaprogram search improves learning efficiency and explains rule learning in humans. Nature communications 15 (1) (2024)
Joshua S Rule, Steven T Piantadosi, Andrew Cropper, Kevin Ellis, Maxwell Nye, Joshua B Tenenbaum
Symbolic metaprogram search improves learning efficiency and explains rule learning in humans. Nature communications 15 (1) (2024)
Kevin Ellis, Lionel Wong, Maxwell Nye, Mathias Sablé-Meyer, Luc Cary, Lore Anaya Pozo, Luke Hewitt, Armando Solar-Lezama, Joshua B Tenenbaum
DreamCoder: growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning. Philosophical transactions. Series A, Mathematical, physical, and engineering sciences 381 (2251) (2023)
Kevin Ellis, Adam Albright, Armando Solar-Lezama, Joshua B Tenenbaum, Timothy J O'Donnell
Synthesizing theories of human language with Bayesian program induction. Nature communications 13 (1) (2022)