Youhei Akimoto
Orcid: 0000-0003-2760-8123
According to our database1,
Youhei Akimoto
authored at least 97 papers
between 2008 and 2024.
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Bibliography
2024
Convergence Rate of the (1+1)-ES on Locally Strongly Convex and Lipschitz Smooth Functions.
IEEE Trans. Evol. Comput., April, 2024
Algorithmica, January, 2024
Theoretical Analysis of Explicit Averaging and Novel Sign Averaging in Comparison-Based Search.
CoRR, 2024
2023
IEEE Trans. Knowl. Data Eng., September, 2023
Neural Networks, September, 2023
Covariance Matrix Adaptation Evolutionary Strategy with Worst-Case Ranking Approximation for Min-Max Optimization and Its Application to Berthing Control Tasks.
ACM Trans. Evol. Learn. Optim., June, 2023
IEICE Trans. Inf. Syst., April, 2023
Adaptive scenario subset selection for worst-case optimization and its application to well placement optimization.
Appl. Soft Comput., January, 2023
Pattern Recognit., 2023
Data Augmentation Methods of Parameter Identification of a Dynamic Model for Harbor Maneuvers.
CoRR, 2023
Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
CMA-ES with Learning Rate Adaptation: Can CMA-ES with Default Population Size Solve Multimodal and Noisy Problems?
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the 8th IEEE European Symposium on Security and Privacy, 2023
2022
Saddle Point Optimization with Approximate Minimization Oracle and Its Application to Robust Berthing Control.
ACM Trans. Evol. Learn. Optim., 2022
Global Linear Convergence of Evolution Strategies on More than Smooth Strongly Convex Functions.
SIAM J. Optim., 2022
Adaptive Ranking-Based Constraint Handling for Explicitly Constrained Black-Box Optimization.
Evol. Comput., 2022
Collision probability reduction method for tracking control in automatic docking / berthing using reinforcement learning.
CoRR, 2022
Convergence rate of the (1+1)-evolution strategy on locally strongly convex functions with lipschitz continuous gradient and their monotonic transformations.
CoRR, 2022
Explicitly Constrained Black-Box Optimization With Disconnected Feasible Domains Using Deep Generative Models.
IEEE Access, 2022
Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Few-Shot Image-to-Semantics Translation for Policy Transfer in Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2022
Did You Use My GAN to Generate Fake? Post-hoc Attribution of GAN Generated Images via Latent Recovery.
Proceedings of the International Joint Conference on Neural Networks, 2022
On the effect of the sampling ratio of past trajectories in the combination of evolutionary algorithm and deep reinforcement learning.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
A two-phase framework with a bézier simplex-based interpolation method for computationally expensive multi-objective optimization.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Black-box min-max continuous optimization using CMA-ES with worst-case ranking approximation.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Monotone improvement of information-geometric optimization algorithms with a surrogate function.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Unsupervised Causal Binary Concepts Discovery with VAE for Black-Box Model Explanation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
System Parameter Exploration of Ship Maneuvering Model for Automatic Docking / Berthing using CMA-ES.
CoRR, 2021
Proceedings of the 21st Conference Information Technologies, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Convergence rate of the (1+1)-evolution strategy with success-based step-size adaptation on convex quadratic functions.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Finite-Sample Analysis of Information Geometric Optimization With Isotropic Gaussian Distribution on Convex Quadratic Functions.
IEEE Trans. Evol. Comput., 2020
Quality gain analysis of the weighted recombination evolution strategy on general convex quadratic functions.
Theor. Comput. Sci., 2020
Evol. Comput., 2020
Multi-fidelity Optimization Approach Under Prior and Posterior Constraints and Its Application to Compliance Minimization.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Generalized drift analysis in continuous domain: linear convergence of (1 + 1)-ES on strongly convex functions with Lipschitz continuous gradients.
Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2019
2018
Parameterless Stochastic Natural Gradient Method for Discrete Optimization and its Application to Hyper-Parameter Optimization for Neural Network.
CoRR, 2018
CoRR, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Analysis of information geometric optimization with isotropic gaussian distribution under finite samples.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Model parameter adaptive instance-based policy optimization for episodic control tasks of nonholonomic systems.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Well placement optimization for carbon dioxide capture and storage via CMA-ES with mixed integer support.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Drift theory in continuous search spaces: expected hitting time of the (1 + 1)-ES with 1/5 success rule.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Optimal cluster head selection and rotation of cognitive wireless sensor networks for simultaneous data gathering and long life system.
Int. J. Distributed Sens. Networks, 2017
Benchmarking the novel CMA-ES restart strategy using the search history on the BBOB noiseless testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Introducing the cumulation to the population based incremental learning and the compact GA to relax genetic drift.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Modified box constraint handling for the covariance matrix adaptation evolution strategy.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Evaluating the Population Size Adaptation Mechanism for CMA-ES on the BBOB Noisy Testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Evaluating the Population Size Adaptation Mechanism for CMA-ES on the BBOB Noiseless Testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Population Size Adaptation for the CMA-ES Based on the Estimation Accuracy of the Natural Gradient.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
2015
IEEE Trans. Evol. Comput., 2015
Analysis of runtime of optimization algorithms for noisy functions over discrete codomains.
Theor. Comput. Sci., 2015
Comparison of Parameter Control Mechanisms in Multi-objective Differential Evolution.
Proceedings of the Learning and Intelligent Optimization - 9th International Conference, 2015
Sample Reuse in the Covariance Matrix Adaptation Evolution Strategy Based on Importance Sampling.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the Computer Analysis of Images and Patterns, 2015
2014
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014
Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
2013
Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2013
Proceedings of the Foundations of Genetic Algorithms XII, 2013
2012
Convergence of the Continuous Time Trajectories of Isotropic Evolution Strategies on Monotonic C^2-composite Functions
CoRR, 2012
Algorithmica, 2012
Convergence of the Continuous Time Trajectories of Isotropic Evolution Strategies on Monotonic $\mathcal C^2$ -composite Functions.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Analysis of a natural gradient algorithm on monotonic convex-quadratic-composite functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
2010
Bidirectional Relation between CMA Evolution Strategies and Natural Evolution Strategies.
Proceedings of the Parallel Problem Solving from Nature, 2010
Theoretical analysis of evolutionary computation on continuously differentiable functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
2008
Functionally specialized CMA-ES: a modification of CMA-ES based on the specialization of the functions of covariance matrix adaptation and step size adaptation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008