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Workshop
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Sat 5:50
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Invited Talk: Optimizing Large-Scale Machine Learning Pipelines with KeystoneML (Tomer Kaftan, UW)
Tomer Kaftan
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Workshop
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Sat 7:30
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Contributed Talk: Yggdrasil: An Optimized System for Training Deep Decision Trees at Scale
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Workshop
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Fri 2:00
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The moment-LP and moment-SOS approaches in optimization and some related applications
Jean Lasserre
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Workshop
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Sat 7:30
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Optimal Teaching for Online Perceptrons
Xuezhou Zhang · Jerry Zhu
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Workshop
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Sat 0:45
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Efficient optimization for probably submodular constraints in CRFs
Maxim Berman
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Workshop
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Fri 4:30
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Submodular Optimization and Nonconvexity
Stefanie Jegelka
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Workshop
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Fri 8:00
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Stefan Mihalas : Modeling Optimal Context Integration in Cortical Columns
Stefan Mihalas
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Workshop
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Fri 23:30
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Invited Talk: Online Optimization, Smoothing, and Worst-case Competitive Ratio (Maryam Fazel, University of Washington)
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Workshop
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Sat 5:00
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Alex Wiltschko - Bayesian Optimization in the Wild
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Workshop
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Sat 7:30
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Joshua Knowles - Multiobjective Bayesian Optimization
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Workshop
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Sat 7:00
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Marc Toussaint - Bayesian Optimization: Applications in Robotics and Better Hyperparameters
Marc Toussaint
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Workshop
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Sat 2:00
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Optimal and Adaptive Off-policy Evaluation in Contextual Bandits
Yu-Xiang Wang
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