Bayesian Neural Architecture Search using A Training-Free Performance
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Bayesian Neural Architecture Search using A Training-Free Performance Metric

29 January 2020

Thomas Bäck

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Papers citing "Bayesian Neural Architecture Search using A Training-Free Performance Metric"

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Title
Bayesian Optimization for Categorical and Category-Specific Continuous Inputs Dang Nguyen Sunil R. Gupta Santu Rana A. Shilton Svetha Venkatesh 118 50 0 28 Nov 2019
Random Error Sampling-based Recurrent Neural Network Architecture Optimization Andrés Camero J. Toutouh Enrique Alba 58 16 0 04 Sep 2019
Bayesian Optimization with Approximate Set Kernels Jungtaek Kim M. McCourt Tackgeun You Saehoon Kim Seungjin Choi 59 8 0 23 May 2019
Investigating Recurrent Neural Network Memory Structures using Neuro-Evolution Alexander Ororbia A. ElSaid Travis J. Desell 78 55 0 06 Feb 2019
DLOPT: Deep Learning Optimization Library Andrés Camero J. Toutouh Enrique Alba ODL 56 7 0 10 Jul 2018
BIN-CT: Urban Waste Collection based in Predicting the Container Fill Level Javier Ferrer Enrique Alba 43 37 0 03 Jul 2018
Low-Cost Recurrent Neural Network Expected Performance Evaluation Andrés Camero J. Toutouh Enrique Alba 53 20 0 18 May 2018
Evolutionary Architecture Search For Deep Multitask Networks J. Liang Elliot Meyerson Risto Miikkulainen 80 121 0 10 Mar 2018
Metaheuristic Design of Feedforward Neural Networks: A Review of Two Decades of Research Varun Ojha Ajith Abraham V. Snás̃el 95 498 0 16 May 2017
Evolving Deep Neural Networks Risto Miikkulainen J. Liang Elliot Meyerson Aditya Rawal Daniel Fink ... B. Raju Hormoz Shahrzad Arshak Navruzyan Nigel P. Duffy Babak Hodjat 101 890 0 01 Mar 2017
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 204 5,360 0 21 Nov 2012