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Thu Dec 10 07:10 AM -- 07:40 AM (PST) @ Room 210 A
Logarithmic Time Online Multiclass prediction
Anna Choromanska · John Langford
Spotlight
Thu Dec 10 07:10 AM -- 07:40 AM (PST) @ Room 210 A
Collaborative Filtering with Graph Information: Consistency and Scalable Methods
Nikhil Rao · Hsiang-Fu Yu · Pradeep Ravikumar · Inderjit S Dhillon
Spotlight
Thu Dec 10 07:10 AM -- 07:40 AM (PST) @ Room 210 A
Efficient and Parsimonious Agnostic Active Learning
Tzu-Kuo Huang · Alekh Agarwal · Daniel Hsu · John Langford · Robert Schapire
Spotlight
Thu Dec 10 07:10 AM -- 07:40 AM (PST) @ Room 210 A
Matrix Completion with Noisy Side Information
Kai-Yang Chiang · Cho-Jui Hsieh · Inderjit S Dhillon
Spotlight
Thu Dec 10 07:10 AM -- 07:40 AM (PST) @ Room 210 A
Learning with Symmetric Label Noise: The Importance of Being Unhinged
Brendan van Rooyen · Aditya Menon · Robert Williamson
Spotlight
Thu Dec 10 07:10 AM -- 07:40 AM (PST) @ Room 210 A
Scalable Semi-Supervised Aggregation of Classifiers
Akshay Balsubramani · Yoav Freund
Spotlight
Thu Dec 10 07:10 AM -- 07:40 AM (PST) @ Room 210 A
Spherical Random Features for Polynomial Kernels
Jeffrey Pennington · Felix Yu · Sanjiv Kumar
Spotlight
Thu Dec 10 07:10 AM -- 07:40 AM (PST) @ Room 210 A
Fast and Guaranteed Tensor Decomposition via Sketching
Yining Wang · Hsiao-Yu Tung · Alexander Smola · Anima Anandkumar