![]() ![]() ![]() Since the early 2000's this challenge has grown in two ways: (i) The amount of collected data has seen a massive growth due to the proliferation of digital media, and (ii) the data has become more complex. The main idea behind learning from data is that, when an analytical model explaining the observations is hard to find -often in contrast to the models in physics such as Newton's laws- a statistical approach can be taken where one or more candidate models are tuned using data. The interest comes from a variety of disciplines which include computer science, statistics, engineering, and medicine. 2019 Theses Doctoral Dynamic Machine Learning with Least Square ObjectivesĪs of the writing of this thesis, machine learning has become one of the most active research fields.
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