The Adaptive Cycle In Business: Avoiding The Optimization Trap

The optimization trap is tempting. Instinct says to lock in the winning formula. But the most resilient companies ...
IEEE

It’s Morphing Time: Unleashing the Potential of Multiple LLMs via Multi-Objective Optimization

Abstract: In this paper, we introduce a novel approach for addressing the multi-objective optimization problem in large language model merging via black-box multi-objective optimization algorithms.

Model Response Optimization Emerges as Critical Foundation for AI-Era Brand Management

New discipline addresses gap between brand intent and AI-generated descriptions as 95% of B2B buyers plan to use ...
IEEE

Sample Denoising and Optimization Technique Based on Noise Filtering and Evolutionary Algorithms for Imbalanced Data Classification

Abstract: Imbalanced data remains a challenge in classification research and significantly influences classifier performance. The strategy that is widely used to address this issue is the data-level ...