Shinichi Shirakawa

According to our database1, Shinichi Shirakawa authored at least 37 papers between 2007 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2020
Finite-Sample Analysis of Information Geometric Optimization With Isotropic Gaussian Distribution on Convex Quadratic Functions.
IEEE Trans. Evol. Comput., 2020

Evolution of Deep Convolutional Neural Networks Using Cartesian Genetic Programming.
Evol. Comput., 2020

Adaptive Stochastic Natural Gradient Method for Optimizing Functions with Low Effective Dimensionality.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Reinforcement Learning-Based Redirection Controller for Efficient Redirected Walking in Virtual Maze Environment.
Proceedings of the Advances in Computer Graphics, 2020

2019
Optimization of H0 Photonic Crystal Nanocavity using Neural Network.
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

Joint Optimization of Convolutional Neural Network and Image Preprocessing Selection for Embryo Grade Prediction in In Vitro Fertilization.
Proceedings of the Advances in Visual Computing, 2019

Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search.
Proceedings of the 36th International Conference on Machine Learning, 2019

Controlling Model Complexity in Probabilistic Model-Based Dynamic Optimization of Neural Network Structures.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

2018
Parameterless Stochastic Natural Gradient Method for Discrete Optimization and its Application to Hyper-Parameter Optimization for Neural Network.
CoRR, 2018

Sample Reuse via Importance Sampling in Information Geometric Optimization.
CoRR, 2018

Evaluation of Speech-to-Gesture Generation Using Bi-Directional LSTM Network.
Proceedings of the 18th International Conference on Intelligent Virtual Agents, 2018

Analysis of information geometric optimization with isotropic gaussian distribution under finite samples.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Embedded feature selection using probabilistic model-based optimization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Speech-to-Gesture Generation: A Challenge in Deep Learning Approach with Bi-Directional LSTM.
Proceedings of the 5th International Conference on Human Agent Interaction, 2017

A genetic programming approach to designing convolutional neural network architectures.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
Bag of local landscape features for fitness landscape analysis.
Soft Comput., 2016

Hierarchical feature construction for image classification using Genetic Programming.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Impact of invariant objective for order preserving transformation in Bayesian optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Multiple Binary Codes for Fast Approximate Similarity Search.
IEICE Trans. Inf. Syst., 2015

Development of Web-Based Platform for Privacy Protective Avatar Mediated Distance-Care.
Proceedings of the Pervasive Computing Paradigms for Mental Health, 2015

The Effect of Metaphoric Gestures on Schematic Understanding of Instruction Performed by a Pedagogical Conversational Agent.
Proceedings of the Learning and Collaboration Technologies, 2015

Sample Reuse in the Covariance Matrix Adaptation Evolution Strategy Based on Importance Sampling.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014
Local Landscape Patterns for Fitness Landscape Analysis.
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

Natural Gradient Approach for Linearly Constrained Continuous Optimization.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Fast Similarity Search Using Multiple Binary Codes.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2010
Ensemble Image Classification Method Based on Genetic Image Network.
Proceedings of the Genetic Programming, 13th European Conference, 2010

Evolving search spaces to emphasize the performance difference of real-coded crossovers using genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Automatic construction of image transformation algorithms using feature based genetic image network.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Graph structured program evolution with automatically defined nodes.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Genetic Image Network for Image Classification.
Proceedings of the Applications of Evolutionary Computing, 2009

Evolution of Search Algorithms Using Graph Structured Program Evolution.
Proceedings of the Genetic Programming, 12th European Conference, 2009

Evolutionary image segmentation based on multiobjective clustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Evolutionary algorithm considering program size: efficient program evolution using grape.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007
Evolution of sorting algorithm using graph structured program evolution.
Proceedings of the IEEE International Conference on Systems, 2007

Feed Forward Genetic Image Network: Toward Efficient Automatic Construction of Image Processing Algorithm.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

Graph structured program evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007


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