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