Maxwell Nye

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

Kevin Ellis, Lionel Wong, Maxwell Nye et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2023 · 100 citations · Full text

DreamCoder: bootstrapping inductive program synthesis with wake-sleep library learning

Kevin Ellis, Catherine Wong, Maxwell Nye et al. · 2021 · 89 citations

Artificial Intelligence, Engineering, Machine Learning +15

Write, Execute, Assess: Program Synthesis with a REPL

Kevin Ellis, Maxwell Nye, Yewen Pu et al. · DSpace@MIT (Massachusetts Institute of Technology) · 2019 · 54 citations

Improving Coherence and Consistency in Neural Sequence Models with\n Dual-System, Neuro-Symbolic Reasoning

Maxwell Nye, Michael Tessler, Joshua B. Tenenbaum et al. · arXiv (Cornell University) · 2021 · 33 citations · Full text

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

Kevin Ellis, Catherine Wong, Maxwell Nye et al. · arXiv (Cornell University) · 2020 · 33 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19