Machine Learning

Predicting Accuracy of a Machine Learning Model

Simulation-based Real-time Production Control

Improving Shape Awareness and Interpretability in Deep Networks

Polynomial Implicit Neural Representations for Large Diverse Datasets

Cyber Risk Loss Distribution Model of Client-Server Networks

Gaussian Process Modeling for Heterogeneous Functions

Independent Audit and Assessment Framework for AI Systems

Enhancing Fairness Through Aleatoric Uncertainty

Modeling Flow of Resources in a Supply Chain

Adversarial Text Purification: Large Language Model Approach for Defense