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Poster
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Mon 9:00
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A posteriori error bounds for joint matrix decomposition problems
Nicolò Colombo · Nikos Vlassis
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Poster
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Wed 9:00
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Provable Efficient Online Matrix Completion via Non-convex Stochastic Gradient Descent
Chi Jin · Sham Kakade · Praneeth Netrapalli
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Poster
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Tue 9:00
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Global Optimality of Local Search for Low Rank Matrix Recovery
Srinadh Bhojanapalli · Behnam Neyshabur · Nati Srebro
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Poster
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Tue 9:00
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Optimal spectral transportation with application to music transcription
Rémi Flamary · Cédric Févotte · Nicolas Courty · Valentin Emiya
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Poster
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Tue 9:00
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Achieving budget-optimality with adaptive schemes in crowdsourcing
Ashish Khetan · Sewoong Oh
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Poster
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Tue 9:00
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Even Faster SVD Decomposition Yet Without Agonizing Pain
Zeyuan Allen-Zhu · Yuanzhi Li
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Poster
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Wed 9:00
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The Sound of APALM Clapping: Faster Nonsmooth Nonconvex Optimization with Stochastic Asynchronous PALM
Damek Davis · Brent Edmunds · Madeleine Udell
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Poster
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Wed 9:00
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Single Pass PCA of Matrix Products
Shanshan Wu · Srinadh Bhojanapalli · Sujay Sanghavi · Alex Dimakis
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Poster
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Wed 9:00
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Regret Bounds for Non-decomposable Metrics with Missing Labels
Nagarajan Natarajan · Prateek Jain
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Poster
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Wed 9:00
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Recovery Guarantee of Non-negative Matrix Factorization via Alternating Updates
Yuanzhi Li · Yingyu Liang · Andrej Risteski
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Poster
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Tue 9:00
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Deconvolving Feedback Loops in Recommender Systems
Ayan Sinha · David Gleich · Karthik Ramani
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Poster
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Wed 9:00
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Coordinate-wise Power Method
Qi Lei · Kai Zhong · Inderjit Dhillon
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