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Poster
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Tue 9:00
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Mixed Linear Regression with Multiple Components
Kai Zhong · Prateek Jain · Inderjit Dhillon
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Poster
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Tue 9:00
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Agnostic Estimation for Misspecified Phase Retrieval Models
Matey Neykov · Zhaoran Wang · Han Liu
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Poster
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Tue 9:00
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Online ICA: Understanding Global Dynamics of Nonconvex Optimization via Diffusion Processes
Chris Junchi Li · Zhaoran Wang · Han Liu
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Poster
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Wed 9:00
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A Pseudo-Bayesian Algorithm for Robust PCA
Tae-Hyun Oh · Yasuyuki Matsushita · In So Kweon · David Wipf
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Poster
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Tue 9:00
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Learning Additive Exponential Family Graphical Models via ℓ2,1-norm Regularized M-Estimation
Xiaotong Yuan · Ping Li · Tong Zhang · Qingshan Liu · Guangcan Liu
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Poster
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Mon 9:00
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Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling
Maria-Florina Balcan · Hongyang Zhang
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Poster
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Wed 9:00
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A Multi-step Inertial Forward-Backward Splitting Method for Non-convex Optimization
Jingwei Liang · Jalal Fadili · Gabriel Peyré
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Poster
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Wed 9:00
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High Dimensional Structured Superposition Models
Qilong Gu · Arindam Banerjee
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Poster
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Tue 9:00
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Statistical Inference for Pairwise Graphical Models Using Score Matching
Ming Yu · Mladen Kolar · Varun Gupta
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Poster
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Wed 9:00
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Split LBI: An Iterative Regularization Path with Structural Sparsity
Chendi Huang · Xinwei Sun · Jiechao Xiong · Yuan Yao
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Poster
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Tue 9:00
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Learning Structured Sparsity in Deep Neural Networks
Wei Wen · Chunpeng Wu · Yandan Wang · Yiran Chen · Hai Li
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Poster
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Tue 9:00
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Structured Matrix Recovery via the Generalized Dantzig Selector
Sheng Chen · Arindam Banerjee
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