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Workshop
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c-TPE: Generalizing Tree-structured Parzen Estimator with Inequality Constraints for Continuous and Categorical Hyperparameter Optimization
Shuhei Watanabe · Frank Hutter
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Poster
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Wed 14:00
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Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning
Yejia Liu · Wang Zhu · Shaolei Ren
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Poster
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Thu 14:00
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Remember the Past: Distilling Datasets into Addressable Memories for Neural Networks
Zhiwei Deng · Olga Russakovsky
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Poster
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Wasserstein Iterative Networks for Barycenter Estimation
Alexander Korotin · Vage Egiazarian · Lingxiao Li · Evgeny Burnaev
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Poster
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Thu 14:00
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Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions
Antonio Terpin · Nicolas Lanzetti · Batuhan Yardim · Florian Dorfler · Giorgia Ramponi
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Poster
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Thu 9:00
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Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis
Anton Plaksin · Stepan Martyanov
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Poster
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Tue 9:00
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Dataset Distillation using Neural Feature Regression
Yongchao Zhou · Ehsan Nezhadarya · Jimmy Ba
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Poster
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Tue 9:00
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Continuous MDP Homomorphisms and Homomorphic Policy Gradient
Sahand Rezaei-Shoshtari · Rosie Zhao · Prakash Panangaden · David Meger · Doina Precup
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Poster
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Wed 14:00
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Reinforcement Learning with Non-Exponential Discounting
Matthias Schultheis · Constantin Rothkopf · Heinz Koeppl
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Poster
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Thu 14:00
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DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization
Kevin Bello · Bryon Aragam · Pradeep Ravikumar
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