Neural Architecture Search as Multiobjective Optimization Benchmarks:
Problem Formulation and Performance Assessment

Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment

8 August 2022

Ran Cheng

Kay Chen Tan

Papers citing "Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment"

6 / 6 papers shown

Title
Meta knowledge assisted Evolutionary Neural Architecture Search Yangyang Li Guanlong Liu Ronghua Shang L. Jiao 56 0 0 30 Apr 2025
NAS-ASDet: An Adaptive Design Method for Surface Defect Detection Network using Neural Architecture Search Zhenrong Wang Bin Li Weifeng Li Shuanlong Niu Wang Miao Tongzhi Niu 39 8 0 18 Nov 2023
Multiobjective Evolutionary Pruning of Deep Neural Networks with Transfer Learning for improving their Performance and Robustness Javier Poyatos Daniel Molina Aitor Martínez Javier Del Ser Francisco Herrera 35 10 0 20 Feb 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
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 5,327 0 05 Nov 2016