Luke Hewitt
Luke Hewitt has 2 papers in our library, in 2019–2020, most of them on Code & programming languages; often with Armando Solar-Lezama, Joshua B. Tenenbaum, Maxwell Nye.
OpenAlex · ORCID · h-index 11 · 28 works · 554 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 2,178 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #9008
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 1 workComputer Science Applications · 1 workInformation Systems · 1 work
🧭 Topics 1Research subjects and languages the work is about.Code & programming languages · 1 work
Works by year
2020s
2010s
Papers
- Learning to Infer Program Sketches (2019 · 53 citations)
The paper addresses program synthesis from specifications that people find easy to give, namely input-output examples and natural-language descriptions. - DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning (2020 · 22 citations)
Program induction treats learning a task as finding a program that produces the desired behavior. It generalizes well from a few examples and yields knowledge humans can read. In practice, though, it has relied on hand-crafted domain-specific languages (DSLs) and search procedures tuned to them. DreamCoder learns…
All works
- Quantifying the potential persuasive returns to political microtargeting ↗Proceedings of the National Academy of Sciences · no summary yetBen M Tappin et al.2023 · 83 citations
- Learning to Infer Program SketchesarXiv:1902.06349Maxwell Nye, Luke Hewitt, Joshua Tenenbaum, et al.2019 · 53 citations
- DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learningarXiv:2006.08381Kevin Ellis, Catherine Wong, Maxwell Nye, et al.2020 · 22 citations
Co-authors here
- Armando Solar-Lezama ×2
- Joshua B. Tenenbaum ×2
- Maxwell Nye ×2
- Catherine Wong
- Kevin Ellis
- Mathias Sable-Meyer
Venues
- Proceedings of the National Academy of Sciences
Cited by
Updated
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