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Talk
Mon Aug 7th 05:15 -- 05:33 PM @ C4.1
Efficient Online Bandit Multiclass Learning with O(sqrt{T}) Regret
Alina Beygelzimer · Francesco Orabona · Chicheng Zhang
Talk
Mon Aug 7th 05:33 -- 05:51 PM @ C4.1
Active Learning for Accurate Estimation of Linear Models
Carlos Riquelme Ruiz · Mohammad Ghavamzadeh · Alessandro Lazaric
Talk
Mon Aug 7th 05:51 -- 06:09 PM @ C4.1
Adaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression under RIP
Satyen Kale · Zohar Karnin · Tengyuan Liang · David Pal
Talk
Mon Aug 7th 06:09 -- 06:27 PM @ C4.1
Emulating the Expert: Inverse Optimization through Online Learning
Sebastian Pokutta · Andreas Bärmann · Oskar Schneider
Talk
Mon Aug 7th 06:27 -- 06:45 PM @ C4.1
Variants of RMSProp and Adagrad with Logarithmic Regret Bounds
Mahesh Chandra Mukkamala · Matthias Hein