Machine Learning

Machine learning uses data to teach AI systems to imitate the way that humans learn. They can find the signal in the noise of big data, helping businesses improve their operations. We've been in the field since since the beginning: IBMer Arthur Samuel even coined the term “Machine Learning” back in 1959.

Our work

Projects

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Accelerating clinical trials

Developing AI and analytics to understand the drivers of study or clinical trial efficiency.
  • Accelerated Discovery
  • Natural Language Processing
  • Machine Learning
  • Knowledge and Reasoning
  • Healthcare
  • Foundation Models
AI methods for precision therapies

AI for single-cell research

Understanding spatiotemporal heterogeneity across different scales of biological organization.
  • Healthcare
  • Accelerated Discovery
  • Machine Learning
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Extensions and NLU Applications of Logical Neural Networks

Using Logical Neural Networks to demonstrate the benefit of incorporating knowledge and reasoning into neural network learning
  • Knowledge and Reasoning
  • Neuro-symbolic AI
  • Natural Language Processing
  • Machine Learning

Publications

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