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Poster
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Mon 9:00
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Near-Optimal Smoothing of Structured Conditional Probability Matrices
Moein Falahatgar · Mesrob Ohannessian · Alon Orlitsky
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Poster
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Mon 9:00
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Geometric Dirichlet Means Algorithm for topic inference
Mikhail Yurochkin · XuanLong Nguyen
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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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Matrix Completion has No Spurious Local Minimum
Rong Ge · Jason Lee · Tengyu Ma
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Poster
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Tue 9:00
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Dimensionality Reduction of Massive Sparse Datasets Using Coresets
Dan Feldman · Mikhail Volkov · Daniela Rus
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Poster
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Tue 9:00
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Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm
Kejun Huang · Xiao Fu · Nikolaos D. Sidiropoulos
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Oral
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Wed 0:50
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Matrix Completion has No Spurious Local Minimum
Rong Ge · Jason Lee · Tengyu Ma
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Poster
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Tue 9:00
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Multi-view Anomaly Detection via Robust Probabilistic Latent Variable Models
Tomoharu Iwata · Makoto Yamada
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Poster
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Tue 9:00
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Short-Dot: Computing Large Linear Transforms Distributedly Using Coded Short Dot Products
Sanghamitra Dutta · Viveck Cadambe · Pulkit Grover
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Poster
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Wed 9:00
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High resolution neural connectivity from incomplete tracing data using nonnegative spline regression
Kameron Harris · Stefan Mihalas · Eric Shea-Brown
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Poster
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Tue 9:00
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Fast Algorithms for Robust PCA via Gradient Descent
Xinyang Yi · Dohyung Park · Yudong Chen · Constantine Caramanis
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Poster
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Tue 9:00
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A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing
Ming Lin · Jieping Ye
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