Kevin Ellis
Cornell University(US)
Publications by Year
Research Areas
Software Engineering Research, Machine Learning and Algorithms, Reinforcement Learning in Robotics, Evolutionary Algorithms and Applications, Robot Manipulation and Learning
Most-Cited Works
- Learning to Infer Graphics Programs from Hand-Drawn Images(2018)
- → DreamCoder: growing generalizable, interpretable knowledge with wake–sleep Bayesian program learning(2023)101 cited
- → DreamCoder: bootstrapping inductive program synthesis with wake-sleep library learning(2021)90 cited
- → A language of thought for the mental representation of geometric shapes(2022)63 cited
- Write, Execute, Assess: Program Synthesis with a REPL(2019)
- → Neurosymbolic Programming(2021)52 cited
- → Learning to Infer and Execute 3D Shape Programs(2019)50 cited
- → Bias reformulation for one-shot function induction(2014)49 cited
- Unsupervised learning by program synthesis(2015)