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95 Results
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Poster
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Tue 18:30 |
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration Jason Altschuler · Jonathan Niles-Weed · Philippe Rigollet |
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Poster
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Mon 18:30 |
Parametric Simplex Method for Sparse Learning Haotian Pang · Han Liu · Robert J Vanderbei · Tuo Zhao |
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Poster
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Tue 18:30 |
Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees Francesco Locatello · Michael Tschannen · Gunnar Ratsch · Martin Jaggi |
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Poster
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Wed 18:30 |
A Decomposition of Forecast Error in Prediction Markets Miro Dudik · Sebastien Lahaie · Ryan Rogers · Jennifer Wortman Vaughan |
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Poster
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Mon 18:30 |
Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems Celestine Dünner · Thomas Parnell · Martin Jaggi |
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Poster
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Wed 18:30 |
Decomposition-Invariant Conditional Gradient for General Polytopes with Line Search Mohammad Ali Bashiri · Xinhua Zhang |
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Poster
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Mon 18:30 |
Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization Ahmet Alacaoglu · Quoc Tran Dinh · Olivier Fercoq · Volkan Cevher |
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Poster
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Wed 18:30 |
Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization Fabian Pedregosa · Rémi Leblond · Simon Lacoste-Julien |
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Poster
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Tue 18:30 |
On Frank-Wolfe and Equilibrium Computation Jacob D Abernethy · Jun-Kun Wang |
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Poster
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Tue 18:30 |
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee Alireza Aghasi · Afshin Abdi · Nam Nguyen · Justin Romberg |
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Poster
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Tue 18:30 |
Efficient Sublinear-Regret Algorithms for Online Sparse Linear Regression with Limited Observation Shinji Ito · Daisuke Hatano · Hanna Sumita · Akihiro Yabe · Takuro Fukunaga · Naonori Kakimura · Ken-Ichi Kawarabayashi |