Learning a Generative Model for Validity in Complex Discrete Structures

Learning a Generative Model for Validity in Complex Discrete Structures

5 December 2017

José Miguel Hernández-Lobato

Papers citing "Learning a Generative Model for Validity in Complex Discrete Structures"

7 / 7 papers shown

Title
3DMolNet: A Generative Network for Molecular Structures V. Nesterov Mario Wieser Volker Roth AI4CE 173 33 0 08 Oct 2020
Symmetry-adapted generation of 3d point sets for the targeted discovery of molecules Niklas W. A. Gebauer M. Gastegger Kristof T. Schütt 40 201 0 02 Jun 2019
GuacaMol: Benchmarking Models for De Novo Molecular Design Nathan Brown Marco Fiscato Marwin H. S. Segler Alain C. Vaucher ELM 44 692 0 22 Nov 2018
Generating equilibrium molecules with deep neural networks Niklas W. A. Gebauer M. Gastegger Kristof T. Schütt BDL 19 38 0 26 Oct 2018
Latent Molecular Optimization for Targeted Therapeutic Design Tristan Aumentado-Armstrong 15 41 0 05 Sep 2018
Actively Avoiding Nonsense in Generative Models Steve Hanneke Adam Kalai Gautam Kamath Christos Tzamos 13 13 0 20 Feb 2018
Constrained Bayesian Optimization for Automatic Chemical Design Ryan-Rhys Griffiths José Miguel Hernández-Lobato BDL 39 76 0 16 Sep 2017