Black-box optimization weather intervention method supports future disaster mitigation

In recent years, the frequency of weather-related natural disasters—cyclones, torrential rains, floods—has increased as a consequence of global warming. These disasters cause billions of dollars in ...
Frontiers

Personalized Microbiome Interventions: Multi-Omics Approaches to Optimizing Gut Health

Research in microbiome science has increasingly highlighted the fundamental impact of the gut microbiota on human health, ...
IEEE

Comparative Study of Hyperparameter Optimization Techniques for Malware Detection

Abstract: In recent times, the use of malware obfuscation techniques has increased, which threatens traditional signature based detection systems. These techniques hide their presence to avoid being ...
IEEE

Stochastic Frank-Wolfe Algorithm for Constrained Bilevel Optimization With Improved Per-Iteration Complexity

Abstract: Bilevel optimization, where one optimization problem is inherently nested within another, has gained significant attention due to its extensive applications in machine learning, such as ...