I am a cognitive science grad student at MIT. Here is my CV. You can contact me at [Last name][first letter of first name]@mit.edu
Kevin Ellis, Lucas Morales, Mathias Sablé-Meyer, Armando Solar-Lezama, Joshua B. Tenenbaum. Search, Compress, Compile: Library Learning in Neurally-Guided Bayesian Program Learning. NIPS 2018. Spotlight.
Kevin Ellis, Daniel Ritchie, Armando Solar-Lezama, Joshua B. Tenenbaum. Learning to Infer Graphics Programs from Hand-Drawn Images. NIPS 2018. arXiv link. Download code and data. Spotlight.
Kevin Ellis, Sumit Gulwani. Learning to Learn Programs from Examples: Going Beyond Program Structure. IJCAI 2017. Download paper.
Kevin Ellis, Armando Solar-Lezama, Joshua B. Tenenbaum: Sampling for Bayesian Program Learning. NIPS 2016. Download paper. Download supplement. Download code.
Kevin Ellis, Owen Lewis. Metareasoning in Symbolic Domains. NIPS 2015 Workshop on Bounded Optimality and Rational Metareasoning. Download paper.
Kevin Ellis, Armando Solar-Lezama, Joshua B. Tenenbaum: Unsupervised Learning by Program Synthesis. NIPS 2015. Download paper. Download supplement. Download poster. Download code.
Kevin Ellis, Eyal Dechter, Joshua B. Tenenbaum: Dimensionality Reduction via Program Induction. AAAI Symposium on Knowledge Representation and Reasoning: Integrating Symbolic and Neural Approaches. 2015: 48-52. Download paper.
Dianhuan Lin, Eyal Dechter, Kevin Ellis, Joshua B. Tenenbaum, Stephen Muggleton: Bias reformulation for one-shot function induction. ECAI 2014: 525-530. Download paper.
Kevin Ellis, Eyal Dechter, Ryan Adams, and Joshua Tenenbaum. Learning Graphical Concepts. 2013. NIPS workshop on Constructive Machine Learning. Download paper. Download slides. Download poster.
Kevin Ellis. Call by Effect. International Symposia on Application and Implementation of Functional Languages. 2009. 279-289 Download paper. Download slides.
Program induction for dimensionality reduction: Download paper. Download poster.
Probabilistic Logic Programming: Download paper. Download code.
What are magnetic monopoles, anyway? Magnetic Monopoles: Quantization and Quasiparticles. Download paper.
"Society of Mind" project: Learning to build towers in blocks world. Download paper.