Abstract: This paper conducts a thorough comparative analysis of optimization algorithms for an unconstrained convex optimization problem. It contrasts traditional methods like Gradient Descent (GD) ...

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 ...

I tried using the memory optimizations prior to v1 and the ones implemented in v1 are not working. Please could you add some examples. offload, set_offload is not ...

Join order optimization is among the most crucial query optimization problems, and its central position is also evident in the new research field where quantum computing is applied to database ...

Pfizer Chemical Research and Development, Pfizer Worldwide Research and Development, Groton, Connecticut 06340, United States ...