Search Results for author: Alexander Grubb

Found 2 papers, 0 papers with code

Efficient Feature Group Sequencing for Anytime Linear Prediction

no code implementations19 Sep 2014 Hanzhang Hu, Alexander Grubb, J. Andrew Bagnell, Martial Hebert

We theoretically guarantee that our algorithms achieve near-optimal linear predictions at each budget when a feature group is chosen.

SpeedMachines: Anytime Structured Prediction

no code implementations2 Dec 2013 Alexander Grubb, Daniel Munoz, J. Andrew Bagnell, Martial Hebert

Structured prediction plays a central role in machine learning applications from computational biology to computer vision.

General Classification Scene Understanding +1

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