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Poster
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Wed 10:45
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Rates of Convergence for Large-scale Nearest Neighbor Classification
Xingye Qiao · Jiexin Duan · Guang Cheng
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Poster
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Wed 17:00
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Fast Low-rank Metric Learning for Large-scale and High-dimensional Data
Han Liu · Zhizhong Han · Yu-Shen Liu · Ming Gu
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Poster
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Tue 17:30
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Large-scale optimal transport map estimation using projection pursuit
Cheng Meng · Yuan Ke · Jingyi Zhang · Mengrui Zhang · Wenxuan Zhong · Ping Ma
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Poster
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Tue 17:30
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Iterative Least Trimmed Squares for Mixed Linear Regression
Yanyao Shen · Sujay Sanghavi
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Workshop
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Fri 14:45
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Contributed Talk: TabFact: A Large-scale Dataset for Table-based Fact Verification
Wenhu Chen
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Poster
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Wed 10:45
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Faster Boosting with Smaller Memory
Julaiti Alafate · Yoav S Freund
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Poster
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Tue 10:45
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k-Means Clustering of Lines for Big Data
Yair Marom · Dan Feldman
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Poster
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Wed 10:45
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Coresets for Archetypal Analysis
Sebastian Mair · Ulf Brefeld
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Poster
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Thu 17:00
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Interaction Hard Thresholding: Consistent Sparse Quadratic Regression in Sub-quadratic Time and Space
Shuo Yang · Yanyao Shen · Sujay Sanghavi
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Poster
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Wed 17:00
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Fast and Accurate Stochastic Gradient Estimation
Beidi Chen · Yingchen Xu · Anshumali Shrivastava
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Poster
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Wed 10:45
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Partitioning Structure Learning for Segmented Linear Regression Trees
Xiangyu Zheng · Song Xi Chen
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Poster
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Thu 17:00
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Efficient Convex Relaxations for Streaming PCA
Raman Arora · Teodor Vanislavov Marinov
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