Fixstars Cuts AI Training Costs by 43% and Search Time to 1/16th

Fixstars Corporation (TSE Prime: 3687, US Headquarters: Irvine, CA), a global leader in performance engineering, today announced a major upgrade to Fixstars AIBooster, significantly enhancing its ...
EurekAlert!

Hybrid modeling strategy based on deep learning surrogate models enables accurate multi-objective optimization of iso-octanol oxidation

Researchers have developed a hybrid surrogate model for iso-octanol oxidation to iso-octanal that integrates data-driven ...
IEEE

Compiler Version Identification and Hyperparameter Optimization Method Based on PCA and Random Forest

Abstract: Addressing the issue of inefficient models caused by high-dimensional features and class imbalance in compiler version identification, this paper proposes an efficient hyperparameter ...
InfoQ

Meta's Optimization Platform Ax 1.0 Streamlines LLM and System Optimization

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
IEEE

Hyperparameter Optimization Method for Affine Projection Algorithm Based on Deep Unrolling

Abstract: In this letter, we propose a hyperparameter optimization method for adaptive filtering based on deep unrolling, termed the deep unrolling affine projection (DAP) algorithm. The core idea is ...
Scientific Research Publishing

Adby, P. (2013) Introduction to Optimization Methods. Springer Science & Business Media.

ABSTRACT: Mathematical optimization is a fundamental aspect of machine learning (ML). An ML task can be conceptualized as optimizing a specific objective using the training dataset to discern patterns ...
Scientific Research Publishing

Enhanced Liver Tumor Detection in CT Images Using 3D U-Net and Bat Algorithm for Hyperparameter Optimization ()

1 Department of Mathematics and Statistics, Loyola University Chicago, Chicago, IL, USA. 2 Department of Mathematics and Computer Science, Islamic Azad University, Science and Research Branch, Tehran, ...