Bayesian Optimization for Synthetic Gene Design

Bayesian Optimization for Synthetic Gene Design

7 May 2015

Javier I. González

Joseph Longworth

Neil D. Lawrence

Papers citing "Bayesian Optimization for Synthetic Gene Design"

12 / 12 papers shown

Title
Anytime Model Selection in Linear Bandits Parnian Kassraie N. Emmenegger Andreas Krause Aldo Pacchiano 46 2 0 24 Jul 2023
Robust Model-Based Optimization for Challenging Fitness Landscapes Saba Ghaffari Ehsan Saleh A. Schwing Yu-xiong Wang Martin D. Burke Saurabh Sinha 25 1 0 23 May 2023
AdaLead: A simple and robust adaptive greedy search algorithm for sequence design Sam Sinai Richard Wang Alexander Whatley Stewart Slocum Elina Locane Eric D. Kelsic 25 77 0 05 Oct 2020
BOSS: Bayesian Optimization over String Spaces Henry B. Moss Daniel Beck Javier I. González David S. Leslie Paul Rayson 6 68 0 02 Oct 2020
Gryffin: An algorithm for Bayesian optimization of categorical variables informed by expert knowledge Florian Hase Matteo Aldeghi Riley J. Hickman L. Roch Alán Aspuru-Guzik 47 104 0 26 Mar 2020
Bayesian Optimization for Policy Search in High-Dimensional Systems via Automatic Domain Selection Lukas P. Frohlich Edgar D. Klenske Christian Daniel M. Zeilinger 15 12 0 21 Jan 2020
Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly Kirthevasan Kandasamy Karun Raju Vysyaraju W. Neiswanger Biswajit Paria Christopher R. Collins J. Schneider Barnabás Póczós Eric P. Xing 29 174 0 15 Mar 2019
A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations Biswajit Paria Kirthevasan Kandasamy Barnabás Póczós 25 125 0 30 May 2018
Decentralized High-Dimensional Bayesian Optimization with Factor Graphs T. Hoang Q. Hoang Ruofei Ouyang K. H. Low 21 53 0 19 Nov 2017
Batched Large-scale Bayesian Optimization in High-dimensional Spaces Zi Wang Clement Gehring Pushmeet Kohli Stefanie Jegelka UQCV 9 209 0 05 Jun 2017
Multi-fidelity Bayesian Optimisation with Continuous Approximations Kirthevasan Kandasamy Gautam Dasarathy J. Schneider Barnabás Póczós 13 220 0 18 Mar 2017
Multi-fidelity Gaussian Process Bandit Optimisation Kirthevasan Kandasamy Gautam Dasarathy Junier B. Oliva J. Schneider Barnabás Póczós 14 76 0 20 Mar 2016