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ABCDE: Application-Based Cluster Diff Evals
ABCDE builds upon the pointwise metrics for clustering evaluation, which make the ABCDE metrics intuitive and simple to understand.
Efficient Feature Group Sequencing for Anytime Linear Prediction
We theoretically guarantee that our algorithms achieve near-optimal linear predictions at each budget when a feature group is chosen.
SpeedMachines: Anytime Structured Prediction
Structured prediction plays a central role in machine learning applications from computational biology to computer vision.
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