Overview
Corinna Cortes is a computer scientist (Vice President, Google Research), known for foundational work on support vector machines, learning theory, and large-scale machine learning.
Key Contributions / Features
- Soft-margin support vector machines (Cortes-Vapnik 1995): with Vladimir Vapnik, extended SVMs to non-separable data via the soft margin — the practically-used formulation (Support Vector Machine).
- Contributions to learning theory, kernel methods, and data-mining at scale.
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