Research
We are proud to contribute world-class
research for Social Impact. Browse it below.
Our scientific research papers are Open Access and we strive to open source our code whenever possible. Check them out below and contact us with any questions.
Design Optimization
Fundamental mathematics and software for design optimization
- Guaranteed global optimization of thin-film optical systems
P Azunre, J Jean, C Rotschild, V Bulovic, SG Johnson, MA Baldo
New Journal of Physics - Bounding the solutions of parametric weakly coupled second‐order semilinear parabolic partial differential equations
P Azunre
Optimal Control Applications and Methods, 38(4), 618-633
Natural Language Processing (NLP)
Artificial Intelligence (AI) for processing human language
- Using Deep Networks and Transfer Learning to Address Disinformation
Numa Dhamani, Paul Azunre, Jeffrey L Gleason, Craig Corcoran, Garrett Honke, Steve Kramer, Jonathon Morgan
AI for Social Good ICML2019 Workshop - Semantic Classification of Tabular Datasets via Character-Level Convolutional Neural Networks
Paul Azunre, Craig Corcoran, Numa Dhamani, Jeffrey Gleason, Garrett Honke, David Sullivan, Rebecca Ruppel, Sandeep Verma, Jonathon Morgan
Automatic Machine Learning (AutoML)
Software and Algorithms for automating
Data Science and Machine Learning (ML)
- Distil: A Mixed-Initiative Model Discovery System for Subject Matter Experts
Scott Langevin, David Jonker, Christopher Bethune, Glen Coppersmith, Casey Hilland, Jonathon Morgan, Paul Azunre, Justin Gawrilow
International Conference on Machine Learning AutoML2019 - Abstractive Tabular Dataset Summarization via Knowledge Base Semantic Embeddings
Paul Azunre, Craig Corcoran, David Sullivan, Garrett Honke, Rebecca Ruppel, Sandeep Verma, Jonathon Morgan
International Conference on Machine Learning AutoML2019
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Happy Clients
6
Research Articles
12
Projects Completed
9