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Poster
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Wed 6:00 |
On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable Models Yuyang Shi · Rob Cornish |
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Poster
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Wed 6:00 |
Dirichlet Pruning for Convolutional Neural Networks Kamil Adamczewski · Mijung Park |
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Poster
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Tue 14:00 |
Generalization of Quasi-Newton Methods: Application to Robust Symmetric Multisecant Updates Damien Scieur · Lewis Liu · Thomas Pumir · Nicolas Boumal |
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Poster
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Wed 6:00 |
An Analysis of the Adaptation Speed of Causal Models Remi Le Priol · Reza Babanezhad · Yoshua Bengio · Simon Lacoste-Julien |
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Poster
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Tue 14:00 |
Differentiable Greedy Algorithm for Monotone Submodular Maximization: Guarantees, Gradient Estimators, and Applications Shinsaku Sakaue |
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Poster
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Wed 12:45 |
Quick Streaming Algorithms for Maximization of Monotone Submodular Functions in Linear Time Alan Kuhnle |
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Poster
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Wed 12:45 |
Feedback Coding for Active Learning Gregory Canal · Matthieu Bloch · Christopher Rozell |
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Poster
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Thu 7:30 |
Local SGD: Unified Theory and New Efficient Methods Eduard Gorbunov · Filip Hanzely · Peter Richtarik |
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Poster
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Tue 14:00 |
Alternating Direction Method of Multipliers for Quantization Tianjian Huang · Prajwal Singhania · Maziar Sanjabi · Pabitra Mitra · Meisam Razaviyayn |
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Poster
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Wed 12:45 |
A Study of Condition Numbers for First-Order Optimization Charles Guille-Escuret · Manuela Girotti · Baptiste Goujaud · Ioannis Mitliagkas |
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Poster
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Thu 7:30 |
Hadamard Wirtinger Flow for Sparse Phase Retrieval Fan Wu · Patrick Rebeschini |
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Oral
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Thu 13:30 |
Density of States Estimation for Out of Distribution Detection Warren Morningstar · Cusuh Ham · Andrew Gallagher · Balaji Lakshminarayanan · Alex Alemi · Joshua Dillon |