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Poster
Tue 7:00 Uncertainty quantification for nonconvex tensor completion: Confidence intervals, heteroscedasticity and optimality
Changxiao Cai · H. Vincent Poor · Yuxin Chen
Poster
Wed 9:00 Ordinal Non-negative Matrix Factorization for Recommendation
Olivier Gouvert · Thomas Oberlin · Cedric Fevotte
Poster
Tue 9:00 Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis
Jung Yeon Park · Kenneth Carr · Stephan Zheng · Yisong Yue · Rose Yu
Poster
Tue 14:00 Near Input Sparsity Time Kernel Embeddings via Adaptive Sampling
David Woodruff · Amir Zandieh
Poster
Wed 8:00 Polynomial Tensor Sketch for Element-wise Function of Low-Rank Matrix
Insu Han · Haim Avron · Jinwoo Shin
Poster
Wed 5:00 Schatten Norms in Matrix Streams: Hello Sparsity, Goodbye Dimension
Vladimir Braverman · Robert Krauthgamer · Aditya Krishnan · Roi Sinoff
Poster
Tue 7:00 Tensor denoising and completion based on ordinal observations
Chanwoo Lee · Miaoyan Wang
Poster
Thu 12:00 Supervised Quantile Normalization for Low Rank Matrix Factorization
Marco Cuturi · Olivier Teboul · Jonathan Niles-Weed · Jean-Philippe Vert
Poster
Wed 8:00 Self-Modulating Nonparametric Event-Tensor Factorization
Zheng Wang · Xinqi Chu · Shandian Zhe
Poster
Wed 8:00 On Coresets for Regularized Regression
Rachit Chhaya · Supratim Shit · Anirban Dasgupta
Poster
Wed 8:00 Representing Unordered Data Using Complex-Weighted Multiset Automata
Justin DeBenedetto · David Chiang
Poster
Thu 6:00 Mapping natural-language problems to formal-language solutions using structured neural representations
Kezhen Chen · Qiuyuan Huang · Hamid Palangi · Paul Smolensky · Ken Forbus · Jianfeng Gao