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Poster
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Thu 14:00
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A convex program for bilinear inversion of sparse vectors
Alireza Aghasi · Ali Ahmed · Paul Hand · Babhru Joshi
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Poster
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Wed 7:45
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Convex Elicitation of Continuous Properties
Jessica Finocchiaro · Rafael Frongillo
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Poster
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Wed 7:45
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Stochastic Composite Mirror Descent: Optimal Bounds with High Probabilities
Yunwen Lei · Ke Tang
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Poster
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Wed 14:00
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Revisiting Decomposable Submodular Function Minimization with Incidence Relations
Pan Li · Olgica Milenkovic
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Poster
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Wed 14:00
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Accelerated Stochastic Matrix Inversion: General Theory and Speeding up BFGS Rules for Faster Second-Order Optimization
Robert Gower · Filip Hanzely · Peter Richtarik · Sebastian Stich
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Poster
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Tue 7:45
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Quadratic Decomposable Submodular Function Minimization
Pan Li · Niao He · Olgica Milenkovic
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Poster
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Tue 7:45
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A Convex Duality Framework for GANs
Farzan Farnia · David Tse
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Poster
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Thu 14:00
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Direct Runge-Kutta Discretization Achieves Acceleration
Jingzhao Zhang · Aryan Mokhtari · Suvrit Sra · Ali Jadbabaie
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Poster
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Wed 14:00
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COLA: Decentralized Linear Learning
Lie He · Yatao Bian · Martin Jaggi
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Poster
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Thu 14:00
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GIANT: Globally Improved Approximate Newton Method for Distributed Optimization
Shusen Wang · Fred Roosta · Peng Xu · Michael Mahoney
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Poster
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Wed 14:00
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Breaking the Span Assumption Yields Fast Finite-Sum Minimization
Robert Hannah · Yanli Liu · Daniel O'Connor · Wotao Yin
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Poster
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Thu 14:00
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Graph Oracle Models, Lower Bounds, and Gaps for Parallel Stochastic Optimization
Blake Woodworth · Jialei Wang · Adam Smith · Brendan McMahan · Nati Srebro
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