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Oral
Thu Jul 12th 02:30 -- 02:50 PM @ K11
Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices
Zengfeng Huang
Oral
Thu Jul 12th 02:50 -- 03:00 PM @ K11
Loss Decomposition for Fast Learning in Large Output Spaces
En-Hsu Yen · Satyen Kale · Felix Xinnan Yu · Daniel Holtmann-Rice · Sanjiv Kumar · Pradeep Ravikumar
Oral
Thu Jul 12th 03:00 -- 03:10 PM @ K11
Ultra Large-Scale Feature Selection using Count-Sketches
Amirali Aghazadeh · Ryan Spring · Daniel LeJeune · Gautam Dasarathy · Anshumali Shrivastava · Richard Baraniuk
Oral
Thu Jul 12th 03:10 -- 03:20 PM @ K11
Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions
Shuaiwen Wang · Wenda Zhou · Haihao Lu · Arian Maleki · Vahab Mirrokni
Oral
Thu Jul 12th 03:20 -- 03:30 PM @ K11
Semi-Supervised Learning on Data Streams via Temporal Label Propagation
Tal Wagner · Sudipto Guha · Shiva Kasiviswanathan · Nina Mishra