Black-Box Optimization with Local Generative Surrogates

Black-Box Optimization with Local Generative Surrogates

11 February 2020

Andrey Ustyuzhanin

Papers citing "Black-Box Optimization with Local Generative Surrogates"

10 / 10 papers shown

Title
The frontier of simulation-based inference Kyle Cranmer Johann Brehmer Gilles Louppe AI4CE 80 834 0 04 Nov 2019
Automatic Posterior Transformation for Likelihood-Free Inference David S. Greenberg M. Nonnenmacher Jakob H. Macke 106 319 0 17 May 2019
Conditioning by adaptive sampling for robust design David H. Brookes Hahnbeom Park Jennifer Listgarten 41 197 0 29 Jan 2019
Pyro: Deep Universal Probabilistic Programming Eli Bingham Jonathan P. Chen M. Jankowiak F. Obermeyer Neeraj Pradhan Theofanis Karaletsos Rohit Singh Paul A. Szerlip Paul Horsfall Noah D. Goodman BDL GP 83 1,043 0 18 Oct 2018
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models Will Grathwohl Ricky T. Q. Chen J. Bettencourt Ilya Sutskever David Duvenaud DRL 40 861 0 02 Oct 2018
Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows George Papamakarios D. Sterratt Iain Murray BDL 180 360 0 18 May 2018
Improving Generalization Performance by Switching from Adam to SGD N. Keskar R. Socher ODL 57 522 0 20 Dec 2017
Don't Decay the Learning Rate, Increase the Batch Size Samuel L. Smith Pieter-Jan Kindermans Chris Ying Quoc V. Le ODL 73 990 0 01 Nov 2017
A Compositional Object-Based Approach to Learning Physical Dynamics Michael Chang T. Ullman Antonio Torralba J. Tenenbaum AI4CE OCL 300 439 0 01 Dec 2016
Automatic chemical design using a data-driven continuous representation of molecules Rafael Gómez-Bombarelli Jennifer N. Wei David Duvenaud José Miguel Hernández-Lobato Benjamín Sánchez-Lengeling Dennis Sheberla J. Aguilera-Iparraguirre Timothy D. Hirzel Ryan P. Adams Alán Aspuru-Guzik 3DV 106 2,911 0 07 Oct 2016