Ali Mesbah

Understanding asynchronous interactions in full-stack JavaScript

2016

JavaScript has become one of the most popular languages in practice. Developers now use JavaScript not only for the client-side but also for server-side programming, leading to "full-stack" applications written entirely in JavaScript. Understanding such …

Towards Scalable Bayesian Optimization via Gradient-Informed Bayesian Neural Networks

2025 · arXiv (Cornell University)

Bayesian optimization (BO) is a widely used method for data-driven optimization that generally relies on zeroth-order data of objective function to construct probabilistic surrogate models. These surrogates guide the exploration-exploitation process toward finding global optimum. …