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Wed Dec 14 03:40 AM -- 03:44 AM (PST)
Improved Algorithms for Linear Stochastic Bandits
Yasin Abbasi Yadkori · David Pal · Csaba Szepesvari
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Wed Dec 14 03:44 AM -- 03:48 AM (PST)
From Bandits to Experts: On the Value of Side-Observations
Shie Mannor · Ohad Shamir
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Wed Dec 14 03:48 AM -- 03:52 AM (PST)
Lower Bounds for Passive and Active Learning
Maxim Raginsky · Sasha Rakhlin
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Wed Dec 14 03:52 AM -- 03:56 AM (PST)
Active Classification based on Value of Classifier
Tianshi Gao · Daphne Koller
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Wed Dec 14 03:56 AM -- 04:00 AM (PST)
Budgeted Optimization with Concurrent Stochastic-Duration Experiments
Javad Azimi · Alan Fern · Xiaoli Fern
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Wed Dec 14 04:00 AM -- 04:04 AM (PST)
Projection onto A Nonnegative Max-Heap
Jun Liu · Liang Sun · Jieping Ye
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Wed Dec 14 04:04 AM -- 04:08 AM (PST)
Phase transition in the family of p-resistances
Morteza Alamgir · Ulrike von Luxburg