Evolutionary Algorithm

Warm Starting CMA-ES for Hyperparameter Optimization AAAI 2021 An Interactive Regret-Based Genetic Algorithm for Solving Multi-Objective Combinatorial Optimization Problems AAAI 2020 Cakewalk Sampling AAAI 2020 Subset Selection by Pareto Optimization with Recombination AAAI 2020 An Innovative Genetic Algorithm for the Quantum Circuit Compilation Problem AAAI 2019 A Two-Individual Based Evolutionary Algorithm for the Flexible Job Shop Scheduling Problem AAAI 2019 EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch CVPR 2019 Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content AAAI 2019 Evolutionary Learning of Existential Rules IJCAI 2019 Generating Modern Poetry Automatically in Finnish EMNLP 2019 Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem AAAI 2019 Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks NeurIPS 2018 Evolution-Guided Policy Gradient in Reinforcement Learning NeurIPS 2018 Exploring Chunk Based Templates for Generating a subset of English Text ACL 2018 Genetic-Gated Networks for Deep Reinforcement Learning NeurIPS 2018 Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents NeurIPS 2018 Recurrent World Models Facilitate Policy Evolution NeurIPS 2018 A Genetic Algorithm for Learning Parameters in Bayesian Networks using Expectation Maximization PGM 2016 CMA-ES with Optimal Covariance Update and Storage Complexity NeurIPS 2016 Subset Selection by Pareto Optimization NeurIPS 2015 Diversity-Enhanced Condensation Algorithm and Its Application for Robust and Accurate Endoscope Three-Dimensional Motion Tracking CVPR 2014 A Genetic Algorithm-Based Solver for Very Large Jigsaw Puzzles CVPR 2013