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24 Results
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Poster
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Thu 7:45 |
Deep Structured Prediction with Nonlinear Output Transformations Colin Graber · Ofer Meshi · Alex Schwing |
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Poster
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Thu 7:45 |
Learning latent variable structured prediction models with Gaussian perturbations Kevin Bello · Jean Honorio |
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Poster
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Thu 14:00 |
Learning Beam Search Policies via Imitation Learning Renato Negrinho · Matthew Gormley · Geoffrey Gordon |
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Poster
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Tue 7:45 |
Tree-to-tree Neural Networks for Program Translation Xinyun Chen · Chang Liu · Dawn Song |
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Poster
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Thu 7:45 |
Distributionally Robust Graphical Models Rizal Fathony · Ashkan Rezaei · Mohammad Ali Bashiri · Xinhua Zhang · Brian Ziebart |
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Poster
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Wed 7:45 |
Quantifying Learning Guarantees for Convex but Inconsistent Surrogates Kirill Struminsky · Simon Lacoste-Julien · Anton Osokin |
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Poster
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Thu 7:45 |
Submodular Field Grammars: Representation, Inference, and Application to Image Parsing Abram Friesen · Pedro Domingos |
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Poster
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Wed 7:45 |
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance Giulia Luise · Alessandro Rudi · Massimiliano Pontil · Carlo Ciliberto |
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Poster
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Tue 7:45 |
SplineNets: Continuous Neural Decision Graphs Cem Keskin · Shahram Izadi |
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Poster
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Thu 14:00 |
Loss Functions for Multiset Prediction Sean Welleck · Zixin Yao · Yu Gai · Jialin Mao · Zheng Zhang · Kyunghyun Cho |
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Poster
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Wed 14:00 |
Forecasting Treatment Responses Over Time Using Recurrent Marginal Structural Networks Bryan Lim · Ahmed M. Alaa · Mihaela van der Schaar |
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Poster
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Thu 14:00 |
Constrained Graph Variational Autoencoders for Molecule Design Qi Liu · Miltiadis Allamanis · Marc Brockschmidt · Alexander Gaunt |