Browsing Mathematics (Faculty of) by Author "Kushagra, Shrinu"
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Niceness assumptions for Learning Algorithms
Kushagra, Shrinu (University of Waterloo, 2014-08-01)Various machine learning algorithms like Neural Networks, Linear Regression, Feature Learning etc. are being employed successfully in a wide variety of applications like computer vision, speech recognition, bioinformatics ... -
Theoretical foundations for efficient clustering
Kushagra, Shrinu (University of Waterloo, 2019-06-07)Clustering aims to group together data instances which are similar while simultaneously separating the dissimilar instances. The task of clustering is challenging due to many factors. The most well-studied is the high ...