Luke Hewitt

4 papers · 2015–2022 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (1) ICML (1) NAACL (1) UAI (1)

Top co-authors

Tuan Anh Le (2) Joshua Tenenbaum (2) Tim Rocktäschel (1) Samuel Gershman (1) Maxwell Nye (1) Kevin Ellis (1) Siddharth N (1) Armando Solar-Lezama (1) Sameer Singh (1) Joshua B. Tenenbaum (1)

Keywords

program induction (2) program synthesis (1) pattern recognition (1) symbolic search (1) neural symbolic (1) neuro-symbolic model (1) generative program (1) few-shot learning (1) memoised wake-sleep (1)

Papers

Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous Interface ICLR 2022

Learning to learn generative programs with Memoised Wake-Sleep UAI 2020

Learning to Infer Program Sketches ICML 2019

WOLFE: An NLP-friendly Declarative Machine Learning Stack NAACL 2015