Alexander L. Gaunt
- DeepCoder: Learning to Write Programs
2016/11/07 by Matej Balog, Alexander L. Gaunt, Balog, Matej +7 · 4 voices · 33 citations
Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Security and Verification in Computing
- Constrained Graph Variational Autoencoders for Molecule Design
2018/05/23 by Qi Liu, Miltiadis Allamanis, Liu, Qi +5 · 21 citations
Computer Science · Materials Science · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Protein Structure and Dynamics
- TerpreT: A Probabilistic Programming Language for Program Induction
2016/08/15 by Alexander L. Gaunt, Gaunt, Alexander L., Marc Brockschmidt +11 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
- Generative Code Modeling with Graphs
2018/05/22 by Marc Brockschmidt, Miltiadis Allamanis, Brockschmidt, Marc +5 · 4 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering Research #Topic Modeling
- Generative Hierarchical Materials Search
2024/09/10 by Sherry Yang, Simon Batzner, Yang, Sherry +17 · 5 citations
Engineering · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning in Materials Science #Manufacturing Process and Optimization #Materials Science (cond-mat.mtrl-sci)
- Differentiable Functional Program Interpreters
2016/11/07 by John Feser, Marc Brockschmidt, Feser, John K. +5 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Programming Languages (cs.PL) #Software Engineering Research