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Poster
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Wed 14:00
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Stochastic Nonparametric Event-Tensor Decomposition
Shandian Zhe · Yishuai Du
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Poster
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Tue 7:45
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On the Dimensionality of Word Embedding
Zi Yin · Yuanyuan Shen
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Poster
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Wed 7:45
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A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization
Cedric Josz · Yi Ouyang · Richard Zhang · Javad Lavaei · Somayeh Sojoudi
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Poster
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Tue 7:45
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Expanding Holographic Embeddings for Knowledge Completion
Yexiang Xue · Yang Yuan · Zhitian Xu · Ashish Sabharwal
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Poster
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Wed 7:45
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Gradient Descent Meets Shift-and-Invert Preconditioning for Eigenvector Computation
Zhiqiang Xu
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Poster
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Wed 14:00
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Probabilistic Matrix Factorization for Automated Machine Learning
Nicolo Fusi · Rishit Sheth · Melih Elibol
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Poster
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Thu 7:45
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Causal Inference with Noisy and Missing Covariates via Matrix Factorization
Nathan Kallus · Xiaojie Mao · Madeleine Udell
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Poster
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Tue 14:00
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Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch
Osman Asif Malik · Stephen Becker
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Poster
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Thu 7:45
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Deep Poisson gamma dynamical systems
Dandan Guo · Bo Chen · Hao Zhang · Mingyuan Zhou
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Poster
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Thu 14:00
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SimplE Embedding for Link Prediction in Knowledge Graphs
Seyed Mehran Kazemi · David Poole
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Poster
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Wed 7:45
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Scalable Robust Matrix Factorization with Nonconvex Loss
Quanming Yao · James Kwok
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Poster
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Wed 14:00
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Legendre Decomposition for Tensors
Mahito Sugiyama · Hiroyuki Nakahara · Koji Tsuda
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