Explicit and Implicit Graduated Optimization in Deep Neural Networks.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
Scaled Conjugate Gradient Method for Nonconvex Optimization in Deep Neural Networks.
CoRR, 2024
Role of Momentum in Smoothing Objective Function in Implicit Graduated Optimization.
CoRR, 2024
Using Stochastic Gradient Descent to Smooth Nonconvex Functions: Analysis of Implicit Graduated Optimization with Optimal Noise Scheduling.
CoRR, 2023
Existence and Estimation of Critical Batch Size for Training Generative Adversarial Networks with Two Time-Scale Update Rule.
Proceedings of the International Conference on Machine Learning, 2023
Using Constant Learning Rate of Two Time-Scale Update Rule for Training Generative Adversarial Networks.
CoRR, 2022
A Correntropy Based Artificial Neural Network using Early Stopping for Daily Peak Load Forecasting.
Proceedings of the 59th Annual Conference of the Society of Instrument and Control Engineers of Japan, 2020
"Life-bearing molecules" <i>versus</i> "life-embodying systems": Two contrasting views on the what-is-life (WIL) problem persisting from the early days of molecular biology to the post-genomic cell- and organism-level biology.
Biosyst., 2018
Discovering New Creative Mixtures of Cooking Ingredients.
Proceedings of the 9th Workshop on Multimedia for Cooking and Eating Activities in conjunction with The 2017 International Joint Conference on Artificial Intelligence, Melbourne, Australia, August 20, 2017
A one dimensional free boundary problem for adsorption phenomena.
Networks Heterog. Media, 2014
Scientific Élan Vital: Entropy Deficit or Inhomogeneity as a Unified Concept of Driving Forces of Life in Hierarchical Biosphere Driven by Photosynthesis.
Entropy, 2012
CyanoClust: comparative genome resources of cyanobacteria and plastids.
Database J. Biol. Databases Curation, 2010
Gclust: <i>trans</i>-kingdom classification of proteins using automatic individual threshold setting.
Bioinform., 2009
Making Middleware Secure on Embedded Terminals.
Proceedings of the Software Technologies for Embedded and Ubiquitous Systems, 2007
On an upper bound of the secrecy capacity for a general wiretap channel.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005
An Extensible Browser Architecture for Mobile Terminals.
Proceedings of the 24th International Conference on Distributed Computing Systems Workshops (ICDCS 2004 Workshops), 2004
GenoMap, a circular genome data viewer.
Bioinform., 2003
Design of SMIL Browser Functionality in Mobile Terminals.
Proceedings of the 6th IEEE International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC 2003), 2003
SISEQ: manipulation of multiple sequence and large database files for common platforms.
Bioinform., 2000