Mohammad Fili
Mohammad Fili
About
Publications
Talks
Projects
Research Team
Courses
Contact
Light
Dark
Automatic
Optimization
A mathematical model for an efficient two-tiered delivery system with truck-robot combination
S. Aghakhani
,
Mohammad Fili
,
G. Hu
A Mathematical Model for an Efficient Two-tiered Delivery System with Truck-Robot Combination
Conference presentation at SOLI 2024 / ICSS 2024 on a two-tiered delivery optimization model.
Oct 1, 2024
S. Aghakhani
,
Mohammad Fili
,
Guiping Hu
A Tempered Fractional Stable Noise Perturbed Gradient Descent Optimization Algorithm
Conference presentation at INFORMS 2024 on a novel gradient descent optimization algorithm.
Oct 1, 2024
F. Sabzikar
,
Mohammad Fili
,
Guiping Hu
Multi-Fractional Brownian Motion and SGD
Understanding why deep learning optimization works — not just that it works — is one of the fundamental open questions in machine learning theory….
Multi-Modal Delivery Planning
Last-mile delivery — the final leg of a package’s journey from warehouse to doorstep — accounts for a disproportionate share of logistics costs an…
Stochastic Optimization
At the heart of nearly every modern AI system is an optimization algorithm trying to find the best parameters in a vast, complex landscape full of rid…
Cite
×
