Evolutionary Neural AutoML for Deep Learning

Evolutionary Neural AutoML for Deep Learning

18 February 2019

Elliot Meyerson

Risto Miikkulainen

Papers citing "Evolutionary Neural AutoML for Deep Learning"

13 / 13 papers shown

Title
MedMAE: A Self-Supervised Backbone for Medical Imaging Tasks Anubhav Gupta Islam I. Osman Mohamed S. Shehata John W. Braun 29 1 0 20 Jul 2024
Asynchronous Evolution of Deep Neural Network Architectures J. Liang H. Shahrzad Risto Miikkulainen 25 0 0 08 Aug 2023
Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview Florian Karl Tobias Pielok Julia Moosbauer Florian Pfisterer Stefan Coors ... Jakob Richter Michel Lang Eduardo C. Garrido-Merchán Juergen Branke B. Bischl AI4CE 26 56 0 15 Jun 2022
Concurrent Neural Tree and Data Preprocessing AutoML for Image Classification Anish Thite Mohan Dodda Pulak Agarwal Jason Zutty 23 3 0 25 May 2022
Tricks and Plugins to GBM on Images and Sequences Biyi Fang J. Utke Diego Klabjan 25 0 0 01 Mar 2022
A survey on multi-objective hyperparameter optimization algorithms for Machine Learning A. Hernández I. Nieuwenhuyse Sebastian Rojas Gonzalez 23 95 0 23 Nov 2021
AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks G. Bingham Risto Miikkulainen ODL 24 4 0 18 Sep 2021
GeneCAI: Genetic Evolution for Acquiring Compact AI Mojan Javaheripi Mohammad Samragh T. Javidi F. Koushanfar 32 9 0 08 Apr 2020
ALWANN: Automatic Layer-Wise Approximation of Deep Neural Network Accelerators without Retraining Vojtěch Mrázek Z. Vašíček Lukás Sekanina Muhammad Abdullah Hanif Muhammad Shafique 11 92 0 11 Jun 2019
Automatic Design of Artificial Neural Networks for Gamma-Ray Detection Filipe Assunção João Correia R. Conceição M. Pimenta B. Tomé Nuno Lourenço Penousal Machado 10 18 0 09 May 2019
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution T. Elsken J. H. Metzen Frank Hutter 131 498 0 24 Apr 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,329 0 05 Nov 2016
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 210 1,897 0 06 Jun 2016