Analytics Insight

Data Science: Building Machine Learning Models, Harvard University

Harvard University presents its eight-week online course through edX, which imparts to students essential knowledge of ...
GitHub

Regularization for shortcut mitigation

This repository contains the implementation for the AISTATS 2025 paper "Do Regularization Methods for Shortcut Mitigation Work As Intended?". The project investigates the performance of different ...
GitHub

Forecasting Multiscale Image-Level Trajectories of Disease Progression

@inproceedings{liu2025imageflownet, title={ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images}, author={Liu, Chen ...
Scientific Research Publishing

Impact of Geomagnetic Parameter of Declination for Accurate Positioning, Navigation, and Orientation in Nigeria ()

Spatiotemporal Variability, Geospatial Analysis, Sustainable Development Goals (SDGs) Share and Cite: Hart, L. , Garuba, L. , ...
Scientific Research Publishing

Early Alzheimer’s Disease Detection from Short Speech Samples Using Lightweight, Interpretable Linguistic Markers ()

Based Detection, Linguistic Biomarkers, Machine Learning, Explainable AI, Cognitive Decline Monitoring Share and Cite: de Filippis, R. and Al Foysal, A. (2025) Early Alzheimer’s Disease Detection from ...
IEEE

RegFormer: A Local–Nonlocal Regularization-Based Model for Sparse-View CT Reconstruction

Abstract: Sparse-view computed tomography (CT) is one of the primal means to reduce radiation risk. However, the reconstruction of sparse-view CT with the classic analytical method is usually ...
IEEE

A Novel Hybrid Regularization Method for Solving Inverse Scattering Problems

Abstract: The challenging task of solving inverse scattering problems (ISPs) is due to their inherent ill-posedness and nonlinearity. To alleviate ill-posedness, a novel hybrid regularization method ...