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Poster
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Wed 18:30
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Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs
Sanjiban Choudhury · Shervin Javdani · Siddhartha Srinivasa · Sebastian Scherer
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Poster
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Mon 18:30
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Revisiting Perceptron: Efficient and Label-Optimal Learning of Halfspaces
Songbai Yan · Chicheng Zhang
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Workshop
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Sat 8:05
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Qualcomm presentation on ML-optimized mobile hardware
Harris Teague
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Workshop
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Fri 14:00
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Machine Against Machine: Minimax-Optimal Attacks and Defenses
Jihun Hamm
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Poster
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Mon 18:30
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Non-convex Finite-Sum Optimization Via SCSG Methods
Lihua Lei · Cheng Ju · Jianbo Chen · Michael Jordan
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Poster
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Mon 18:30
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Trimmed Density Ratio Estimation
Song Liu · Akiko Takeda · Taiji Suzuki · Kenji Fukumizu
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Poster
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Mon 18:30
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Langevin Dynamics with Continuous Tempering for Training Deep Neural Networks
Nanyang Ye · Zhanxing Zhu · Rafal Mantiuk
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Poster
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Mon 18:30
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Query Complexity of Clustering with Side Information
Arya Mazumdar · Barna Saha
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Poster
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Wed 18:30
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The Numerics of GANs
Lars Mescheder · Sebastian Nowozin · Andreas Geiger
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Poster
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Wed 18:30
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ADMM without a Fixed Penalty Parameter: Faster Convergence with New Adaptive Penalization
Yi Xu · Mingrui Liu · Qihang Lin · Tianbao Yang
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Oral
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Tue 10:40
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On the Optimization Landscape of Tensor Decompositions
Rong Ge · Tengyu Ma
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Poster
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Tue 18:30
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Asynchronous Parallel Coordinate Minimization for MAP Inference
Ofer Meshi · Alex Schwing
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