IEEE

Enhancing Big Data Forecasting with Gradient Boosting Machine Learning Framework

Abstract: Nowadays, rapid digital transformation and the capacity to precisely predict the future from enormous and intricate data sets are essential for many industries. The paper outlines a powerful ...

New AI framework autonomously optimizes training data, architectures and algorithms — outperforming human baselines

EVOLVE, an agentic framework that autonomously optimizes AI training data, model architectures, and learning algorithms — ...
IEEE

Gradient Boosting-Based Predictive Uncertainty Estimation for Tabular Data Using Statistical Variance and Proper Scoring Rule

Abstract: Tabular data is the most widely used data form in real-world applications, and tree-based models are suitable for it due to their model structures. In practice, it is crucial to quantify ...
Morningstar

Toshiba’s Breakthrough Algorithm Harnesses Edge of Chaos to Dramatically Boost Performance of its Quantum‑Inspired Computer

Toshiba Corporation has developed a breakthrough algorithm that dramatically boosts the performance of the Simulated Bifurcation Machine (SBM), its proprietary quantum‑inspired combinatorial ...
BioSpace

Toshiba’s Breakthrough Algorithm Harnesses Edge of Chaos to Dramatically Boost Performance of its Quantum‑Inspired Computer

KAWASAKI, Japan--(BUSINESS WIRE)--#SBM--Toshiba Corporation has developed a breakthrough algorithm that dramatically boosts the performance of the Simulated Bifurcation Machine (SBM), its proprietary ...