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43 Results
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Poster
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Tue 14:00 |
Adversarial Regularizers in Inverse Problems Sebastian Lunz · Carola-Bibiane Schönlieb · Ozan Öktem |
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Poster
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Thu 14:00 |
Learning without the Phase: Regularized PhaseMax Achieves Optimal Sample Complexity Fariborz Salehi · Ehsan Abbasi · Babak Hassibi |
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Poster
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Tue 7:45 |
Learning Overparameterized Neural Networks via Stochastic Gradient Descent on Structured Data Yuanzhi Li · Yingyu Liang |
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Poster
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Wed 14:00 |
Stochastic Cubic Regularization for Fast Nonconvex Optimization Nilesh Tripuraneni · Mitchell Stern · Chi Jin · Jeffrey Regier · Michael Jordan |
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Poster
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Thu 14:00 |
Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms Kishan Wimalawarne · Hiroshi Mamitsuka |
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Poster
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Wed 7:45 |
Diminishing Returns Shape Constraints for Interpretability and Regularization Maya Gupta · Dara Bahri · Andrew Cotter · Kevin Canini |
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Poster
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Tue 7:45 |
On the Convergence and Robustness of Training GANs with Regularized Optimal Transport Maziar Sanjabi · Jimmy Ba · Meisam Razaviyayn · Jason Lee |
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Poster
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Tue 7:45 |
Constrained Generation of Semantically Valid Graphs via Regularizing Variational Autoencoders Tengfei Ma · Jie Chen · Cao Xiao |
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Poster
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Tue 7:45 |
On gradient regularizers for MMD GANs Michael Arbel · Danica J. Sutherland · Mikołaj Bińkowski · Arthur Gretton |
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Poster
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Wed 7:45 |
Critical initialisation for deep signal propagation in noisy rectifier neural networks Arnu Pretorius · Elan van Biljon · Steve Kroon · Herman Kamper |
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Poster
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Thu 14:00 |
On Fast Leverage Score Sampling and Optimal Learning Alessandro Rudi · Daniele Calandriello · Luigi Carratino · Lorenzo Rosasco |
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Poster
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Tue 7:45 |
Amortized Inference Regularization Rui Shu · Hung Bui · Shengjia Zhao · Mykel J Kochenderfer · Stefano Ermon |