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The field of machine learning includes the development and application of computer algorithms that improve with experience.
Machine learning includes the detection of behavioural anomalies and event sequence tracking.
"Machine learning" includes a host of historical techniques which don't seem so relevant any more, in the age of neural networks, and yet "neural networks" is both too narrow and too broad.
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Initial features for unsupervised machine learning included a cognitive battery with 20 measures affected in ADHD.
His research interests lie in machine learning, including statistical learning theory, online learning, reinforcement learning and control theory, network analysis, and optimization for machine learning.
This course introduces theoretical machine learning, including mathematical models of machine learning, and the design and rigorous analysis of learning algorithms.
COS 511 Theoretical Machine Learning Course introduces the mathematical foundations of machine learning, including theoretical models of machine learning, and the design and analysis of learning algorithms.
This course introduces the mathematical foundations of machine learning, including theoretical models of machine learning, and the design and analysis of learning algorithms.
That said, computationally intractable problems are actually ubiquitous in machine learning, including in deep learning, which is currently the most promising way to imbue machines with intelligence.
Her research interests are broadly driven by statistical, algorithmic, and societal aspects of machine learning, including topics of optimization, high dimensional learning, and algorithmic fairness.
We are also looking to expand our domain of expertise to other areas of modern machine learning, including more applied research areas.
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