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96 Results
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Poster
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Mon 18:30 |
Efficient Approximation Algorithms for Strings Kernel Based Sequence Classification Muhammad Farhan · Juvaria Tariq · Arif Zaman · Mudassir Shabbir · Imdad Ullah Khan |
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Poster
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Mon 18:30 |
Practical Hash Functions for Similarity Estimation and Dimensionality Reduction Søren Dahlgaard · Mathias Knudsen · Mikkel Thorup |
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Poster
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Wed 18:30 |
Approximation Algorithms for -Low Rank Approximation Karl Bringmann · Pavel Kolev · David Woodruff |
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Poster
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Wed 18:30 |
Boltzmann Exploration Done Right Nicolò Cesa-Bianchi · Claudio Gentile · Gergely Neu · Gabor Lugosi |
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Poster
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Wed 18:30 |
Learning Combinatorial Optimization Algorithms over Graphs Elias Khalil · Hanjun Dai · Yuyu Zhang · Bistra Dilkina · Le Song |
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Poster
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Tue 18:30 |
Linear Convergence of a Frank-Wolfe Type Algorithm over Trace-Norm Balls Zeyuan Allen-Zhu · Elad Hazan · Wei Hu · Yuanzhi Li |
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Poster
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Wed 18:30 |
Early stopping for kernel boosting algorithms: A general analysis with localized complexities Yuting Wei · Fanny Yang · Martin Wainwright |
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Poster
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Tue 18:30 |
A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control Fanny Yang · Aaditya Ramdas · Kevin Jamieson · Martin Wainwright |
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Poster
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Wed 18:30 |
Action Centered Contextual Bandits Kristjan Greenewald · Ambuj Tewari · Susan Murphy · Predag Klasnja |
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Poster
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Wed 18:30 |
A KL-LUCB algorithm for Large-Scale Crowdsourcing Ervin Tanczos · Robert Nowak · Bob Mankoff |
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Poster
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Mon 18:30 |
Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization Ahmet Alacaoglu · Quoc Tran Dinh · Olivier Fercoq · Volkan Cevher |
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Tutorial
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Mon 14:30 |
Differentially Private Machine Learning: Theory, Algorithms and Applications Kamalika Chaudhuri · Anand D Sarwate |