Anj Simmons

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 16

Top Topics

Laplacian Eigenmaps

Comparative Analysis

Topological Features

Top Venues

SE4SafeML@SIGSOFT FSE

Publications

Jai Kannan, Scott Barnett, Anj Simmons, Taylan Selvi, Luis Cruz
Green Runner: A Tool for Efficient Deep Learning Component Selection. CAIN (2024)
Anupam Chaudhuri, Anj Simmons, Mohamed Abdelrazek
Quantifying Manifolds: Do the manifolds learned by Generative Adversarial Networks converge to the real data manifold. CoRR (2024)
Tuan Dung Lai, Anj Simmons, Scott Barnett, Jean-Guy Schneider, Rajesh Vasa
Comparative analysis of real issues in open-source machine learning projects. Empir. Softw. Eng. 29 (3) (2024)
Andres Pollano, Anupam Chaudhuri, Anj Simmons
Detecting out-of-distribution text using topological features of transformer-based language models. CoRR (2023)
Anj Simmons, Rajesh Vasa
Garbage in, garbage out: Zero-shot detection of crime using Large Language Models. CoRR (2023)
Sheng Wong, Anj Simmons, Jessica Rivera-Villicana, Scott Barnett
Estimating Patient-Level Uncertainty in Seizure Detection Using Group-Specific Out-of-Distribution Detection Technique. Sensors 23 (20) (2023)
Sheng Wong, Scott Barnett, Jessica Rivera-Villicana, Anj Simmons, Hala Abdelkader, Jean-Guy Schneider, Rajesh Vasa
MLGuard: Defend Your Machine Learning Model! SE4SafeML@SIGSOFT FSE (2023)
Sheng Wong, Scott Barnett, Jessica Rivera-Villicana, Anj Simmons, Hala Abdelkader, Jean-Guy Schneider, Rajesh Vasa
MLGuard: Defend Your Machine Learning Model! CoRR (2023)
Jai Kannan, Scott Barnett, Anj Simmons, Taylan Selvi, Luis Cruz
Green Runner: A tool for efficient model selection from model repositories. CoRR (2023)
Anj Simmons, Rajesh Vasa
Signal Knowledge Graph. CoRR (2022)
Anj Simmons, Rajesh Vasa, Antonio Giardina
SignalKG: Towards Reasoning about the Underlying Causes of Sensor Observations. ISWC (Posters/Demos/Industry) (2022)
Tuan Dung Lai, Anj Simmons, Scott Barnett, Jean-Guy Schneider, Rajesh Vasa
Comparative analysis of real bugs in open-source Machine Learning projects - A Registered Report. CoRR (2022)
Jai Kannan, Scott Barnett, Luís Cruz, Anj Simmons, Akash Agarwal
MLSmellHound: A Context-Aware Code Analysis Tool. CoRR (2022)
Jai Kannan, Scott Barnett, Luis Cruz, Anj Simmons, Akash Agarwal
MLSmellHound: A Context-Aware Code Analysis Tool. ICSE (NIER) (2022)
Anj Simmons
A reliability measure for smart surveillance systems. CoRR (2022)
Anj Simmons, Rajesh Vasa, Antonio Giardina
SignalKG: Towards Reasoning about the Underlying Causes of Sensor Observations. CoRR (2022)