Anj Simmons

According to our database, Anj Simmons authored at least 11 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Quantifying Manifolds: Do the manifolds learned by Generative Adversarial Networks converge to the real data manifold.

Anupam Chaudhuri, Anj Simmons, Mohamed Abdelrazek

CoRR, 2024

2023

Estimating Patient-Level Uncertainty in Seizure Detection Using Group-Specific Out-of-Distribution Detection Technique.

Sheng Wong, Anj Simmons, Jessica Rivera-Villicana, Scott Barnett

Sensors, October, 2023

Detecting out-of-distribution text using topological features of transformer-based language models.

Andres Pollano, Anupam Chaudhuri, Anj Simmons

CoRR, 2023

Garbage in, garbage out: Zero-shot detection of crime using Large Language Models.

Anj Simmons, Rajesh Vasa

CoRR, 2023

Green Runner: A tool for efficient model selection from model repositories.

Jai Kannan, Scott Barnett, Anj Simmons, Taylan Selvi, Luis Cruz

CoRR, 2023

MLGuard: Defend Your Machine Learning Model!

Sheng Wong, Scott Barnett, Jessica Rivera-Villicana, Anj Simmons, Hala Abdelkader, Jean-Guy Schneider, Rajesh Vasa

Proceedings of the 1st International Workshop on Dependability and Trustworthiness of Safety-Critical Systems with Machine Learned Components, 2023

2022

Comparative analysis of real bugs in open-source Machine Learning projects - A Registered Report.

Tuan Dung Lai, Anj Simmons, Scott Barnett, Jean-Guy Schneider, Rajesh Vasa

CoRR, 2022

Signal Knowledge Graph.

Anj Simmons, Rajesh Vasa

CoRR, 2022

A reliability measure for smart surveillance systems.

Anj Simmons

CoRR, 2022

SignalKG: Towards Reasoning about the Underlying Causes of Sensor Observations.

Anj Simmons, Rajesh Vasa, Antonio Giardina

Proceedings of the ISWC 2022 Posters, 2022

MLSmellHound: A Context-Aware Code Analysis Tool.

Jai Kannan, Scott Barnett, Luis Cruz, Anj Simmons, Akash Agarwal

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Results ICSE (NIER) 2022, 2022