How to Query an Oracle? Efficient Strategies to Label Data
We consider the basic problem of querying an expert oracle for labeling a dataset in machine learning. This is typically an expensive and time consuming process and therefore, we seek ways to do so…
Low-Rank Riemannian Optimization for Graph-Based Clustering Applications
With the abundance of data, machine learning applications engaged increased attention in the last decade. An attractive approach to robustify the statistical analysis is to preprocess the data thro…
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