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WHAT
WE DO
Applied AI And
Machine Learning
Bridge developments in AI and Machine Learning to real applications and services in collaboration with our industry partners.
Technology Development
And Deployment
Develop new on-demand technologies for machine learning and large-scale data analysis.
In-house Training
Train a new generation of industrial scientists to address the skills shortage in AI and machine learning areas and increase competitiveness in the high-value information technology sectors, with the development of dedicated education programs.
Intellectual
Property
Develop IP with and for our partners on demand.
Joint Research
And Development
Jointly research and develop tools, products, and services for our partners.
Our mission is to create a center of excellence skilled in applying leading-edge AI & ML technologies and solutions for our partners’ strategic products and services.
The objective of the Center for Applied AI and Machine Learning is to develop long-term, ongoing joint activities through research and development partnerships with companies and organizations in the Dallas Fort Worth Metroplex area and Texas. Our aim is to focus on applied R&D rather than on basic research with the intent of being integral rather than ancillary wherever possible.
Our core team consists of researchers whose expertise lie in artificial intelligence, machine learning, natural language processing, deep learning, data mining, big data, computational logic, explainable AI, automated commonsense reasoning, probabilistic graphical models, health informatics/precision health, medical informatics, and biomedical applications. The research emphasis of the Center for AI & ML implies it is synergistic with the Human Language Technology Research Institute, the Center for Machine Learning, and the Cyber Security Research and Education Institute, and the Institute for Data Analytics.
Dr. Rishabh Iyer
- Artificial Intelligence
- Machine Learning
- Discrete Optimization (specifically submodular optimization) in Machine Learning
- Convex and Non-Convex Optimization in Machine Learning
- Deep Learning for Image Classification and Object Detection
- Data Summarization (Video/Image/Text)
- Active Learning, Data Subset Selection, Data partitioning, Model Compression/Pruning, etc.
- Video Analytics
- Online Learning, Contextual Bandits and Reinforcement Learning
- Click Prediction, Web Search and Information Retrieval
WHAT WE DO
Applied
AI & Machine Learning
- Bridge developments in AI & ML to real
applications and services in
collaboration with our industry partners.
In-House
Training
- Train a new generation of industrial
scientists to address the skills shortage
in AI&ML areas and increase
competitiveness in the high-value
information technology sectors, with the
development of dedicated education
programs.
Intellectual
Property
- Develop IP with and for our partners,
on demand.
Technology Development
And Deployment
- Develop on-demand new
technologies for machine learning
and large-scale data analysis
Joint Research and
Development
- Jointly research and develop tools,
products, and services for out
partners.
