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The task of figuring out where a robot is in the world is very much a machine learning problem.
Say you have determined that your problem is the classic machine learning problem and you have the data to fit that problem.
Structured output prediction is an important machine learning problem both in theory and practice, and the max-margin Markov network (M3N) is an effective approach.
For one thing, due to the time it takes to understand, formulate, and process data for a machine learning problem, machine learning experts often instead focus on the later parts of the pipeline trying different models, or tuning the hyperparameters of the model once a problem is formulated, rather than formulating newer predictive questions for different business problems.
Automatic prediction of personalities from meeting videos is a classical machine learning problem.
Human activity recognition can be seen as a machine learning problem.
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He explores applications of these algorithms to machine learning problems.
Examples of machine learning problems the require counterfactual reasoning.
Abstract: There are many ways to leverage simulation for machine learning problems.
Ma's work seeks to develop efficient algorithms with provable guarantees for machine learning problems.
It is becoming increasingly evident that many machine learning problems may be reduced to submodular optimization.
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machine learning approach
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CEO of Professional Science Editing for Scientists @ prosciediting.com