Dougal Maclaurin

1. Gradient-based Hyperparameter Optimization through Reversible Learning
   2015/02/11 by Dougal Maclaurin, Maclaurin, Dougal, David Duvenaud +3 · 1 voice · 42 citations
   Computer Science · #Machine Learning and Data Classification #Gaussian Processes and Bayesian Inference #Advanced Neural Network Applications
2. Getting to the Point. Index Sets and Parallelism-Preserving Autodiff for Pointful Array Programming
   2021/04/12 by Adam Paszke, Daniel Johnson, Paszke, Adam +14 · 3 voices · 3 citations
   Computer Science · #Cloud Computing and Resource Management #Logic, programming, and type systems #Parallel Computing and Optimization Techniques #cs.PL
3. Convolutional Networks on Graphs for Learning Molecular Fingerprints
   2015/09/30 by David Duvenaud, Dougal Maclaurin, Duvenaud, David +11 · 40 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Neural and Evolutionary Computing (cs.NE) #Protein Structure and Dynamics
4. Parallel Algebraic Effect Handlers
   2021/10/14 by Ningning Xie, Xie, Ningning, Daniel D. Johnson +5 · 1 voice
   Computer Science · #FOS: Computer and information sciences #Programming Languages (cs.PL) #cs.PL