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Poster
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Tue 7:00 |
Tensor denoising and completion based on ordinal observations Chanwoo Lee, Miaoyan Wang |
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Poster
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Tue 7:00 |
Uncertainty quantification for nonconvex tensor completion: Confidence intervals, heteroscedasticity and optimality Changxiao Cai, H. Vincent Poor, Yuxin Chen |
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Poster
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Tue 9:00 |
Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis John Park, Kenneth Carr, Stephan Zheng, Yisong Yue, Rose Yu |
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Poster
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Tue 9:00 |
Streaming Coresets for Symmetric Tensor Factorization Supratim Shit, Rachit Chhaya, Jayesh Choudhari, Anirban Dasgupta |
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Poster
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Tue 9:00 |
Nearly Linear Row Sampling Algorithm for Quantile Regression Yi Li, Ruosong Wang, Lin Yang, Hanrui Zhang |
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Poster
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Tue 11:00 |
LowFER: Low-rank Bilinear Pooling for Link Prediction Saadullah Amin, Stalin Varanasi, Katherine Ann Dunfield, Günter Neumann |
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Poster
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Tue 12:00 |
Partial Trace Regression and Low-Rank Kraus Decomposition Hachem Kadri, Stephane Ayache, Riikka Huusari, alain rakotomamonjy, Ralaivola Liva |
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Poster
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Tue 13:00 |
Inertial Block Proximal Methods for Non-Convex Non-Smooth Optimization Hien Le, Nicolas Gillis, Panagiotis Patrinos |
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Poster
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Tue 13:00 |
Latent Space Factorisation and Manipulation via Matrix Subspace Projection Xiao Li, Chenghua Lin, Ruizhe Li, Chaozheng Wang, Frank Guerin |
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Poster
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Tue 13:00 |
Inexact Tensor Methods with Dynamic Accuracies Nikita Doikov, Yurii Nesterov |
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Poster
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Tue 14:00 |
Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures Mohamed El Amine Seddik, Cosme Louart, Mohamed Tamaazousti, Romain COUILLET |
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Poster
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Tue 14:00 |
Near Input Sparsity Time Kernel Embeddings via Adaptive Sampling David Woodruff, Amir Zandieh |
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Poster
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Wed 5:00 |
Median Matrix Completion: from Embarrassment to Optimality Weidong Liu, Xiaojun Mao, Raymond K. W. Wong |
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Poster
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Wed 5:00 |
Schatten Norms in Matrix Streams: Hello Sparsity, Goodbye Dimension Vladimir Braverman, Robert Krauthgamer, Aditya Krishnan, Roi Sinoff |
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Poster
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Wed 8:00 |
Representing Unordered Data Using Complex-Weighted Multiset Automata Justin DeBenedetto, David Chiang |
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Poster
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Wed 8:00 |
On Coresets for Regularized Regression Rachit Chhaya, Supratim Shit, Anirban Dasgupta |
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Poster
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Wed 8:00 |
Polynomial Tensor Sketch for Element-wise Function of Low-Rank Matrix Insu Han, Haim Avron, Jinwoo Shin |
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Poster
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Wed 8:00 |
Self-Modulating Nonparametric Event-Tensor Factorization Zheng Wang, Xinqi Chu, Shandian Zhe |
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Poster
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Wed 9:00 |
Ordinal Non-negative Matrix Factorization for Recommendation Olivier Gouvert, Thomas Oberlin, Cedric Fevotte |
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Poster
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Wed 10:00 |
Evolutionary Topology Search for Tensor Network Decomposition Chao Li, Zhun Sun |
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Poster
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Wed 11:00 |
A Geometric Approach to Archetypal Analysis via Sparse Projections Vinayak Abrol, Pulkit Sharma |
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Poster
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Wed 11:00 |
Multilinear Latent Conditioning for Generating Unseen Attribute Combinations Markos Georgopoulos, Grigorios Chrysos, Maja Pantic, Yannis Panagakis |
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Poster
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Wed 12:00 |
T-Basis: a Compact Representation for Neural Networks Anton Obukhov, Maxim Rakhuba, Stamatios Georgoulis, Menelaos Kanakis, Dengxin Dai, Luc Van Gool |
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Poster
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Wed 12:00 |
Adaptive Sketching for Fast and Convergent Canonical Polyadic Decomposition Alex Gittens, Kareem Aggour, Bülent Yener |
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Poster
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Wed 12:00 |
Training Linear Neural Networks: Non-Local Convergence and Complexity Results Armin Eftekhari |
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Poster
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Thu 6:00 |
Input-Sparsity Low Rank Approximation in Schatten Norm Yi Li, David Woodruff |
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Poster
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Thu 6:00 |
Fast Deterministic CUR Matrix Decomposition with Accuracy Assurance Yasutoshi Ida, Sekitoshi Kanai, Yasuhiro Fujiwara, Tomoharu Iwata, Koh Takeuchi, Hisashi Kashima |
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Poster
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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 |
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Poster
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Thu 7:00 |
Recht-Re Noncommutative Arithmetic-Geometric Mean Conjecture is False Zehua Lai, Lek-Heng Lim |
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Poster
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Thu 7:00 |
Efficient Continuous Pareto Exploration in Multi-Task Learning Pingchuan Ma, Tao Du, Wojciech Matusik |
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Poster
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Thu 12:00 |
Supervised Quantile Normalization for Low Rank Matrix Factorization Marco Cuturi, Olivier Teboul, Jonathan Niles-Weed, JP Vert |
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Poster
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Thu 12:00 |
A Flexible Latent Space Model for Multilayer Networks Xuefei Zhang, Songkai Xue, Ji Zhu |