2 citations · 3 across the 4 of their papers we have counts for
4 papers
On the Geometry of Receiver Operating Characteristic and Precision-Recall Curves
Reza Sameni
We study the geometry of Receiver Operating Characteristic (ROC) and Precision-Recall (PR) curves in binary classification problems. The key finding is that many of the most common…
Notes on Information Propagation in Noisy Multichannel Data Models: Insights into Sensor Selection and Fusion in Multimodal Biomedical Applications
Reza Sameni
Multimodality and multichannel monitoring have become increasingly popular and accessible in engineering, Internet of Things, wearable devices, and biomedical applications. In thes…
Beyond Convergence: Identifiability of Machine Learning and Deep Learning Models
Reza Sameni
Machine learning (ML) and deep learning models are extensively used for parameter optimization and regression problems. However, not all inverse problems in ML are ``identifiable,'…
Hardware Synthesis of State-Space Equations; Application to FPGA Implementation of Shallow and Deep Neural Networks
Amir-Hossein Kiamarzi, Pezhman Torabi, Reza Sameni
Nowadays, shallow and deep Neural Networks (NNs) have vast applications including biomedical engineering, image processing, computer vision, and speech recognition. Many researcher…