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93 Results
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Poster
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Thu 15:00 |
Faster Discrete Convex Function Minimization with Predictions: The M-Convex Case Taihei Oki · Shinsaku Sakaue |
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Poster
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Thu 15:00 |
Combinatorial Optimization with Policy Adaptation using Latent Space Search Felix Chalumeau · Shikha Surana · Clément Bonnet · Nathan Grinsztajn · Arnu Pretorius · Alexandre Laterre · Tom Barrett |
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Poster
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Wed 15:00 |
Variational Annealing on Graphs for Combinatorial Optimization Sebastian Sanokowski · Wilhelm Berghammer · Sepp Hochreiter · Sebastian Lehner |
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Poster
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Thu 8:45 |
Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Method Constantine Caramanis · Dimitris Fotakis · Alkis Kalavasis · Vasilis Kontonis · Christos Tzamos |
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Poster
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Tue 15:15 |
Adjustable Robust Reinforcement Learning for Online 3D Bin Packing Yuxin Pan · Yize Chen · Fangzhen Lin |
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Oral
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Thu 8:30 |
Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Method Constantine Caramanis · Dimitris Fotakis · Alkis Kalavasis · Vasilis Kontonis · Christos Tzamos |
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Poster
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Wed 8:45 |
T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization Yang Li · Jinpei Guo · Runzhong Wang · Junchi Yan |
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Poster
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Wed 15:00 |
Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces Leonard Papenmeier · Luigi Nardi · Matthias Poloczek |
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Poster
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Tue 8:45 |
Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick Lennert De Smet · Emanuele Sansone · Pedro Zuidberg Dos Martires |
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Poster
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Thu 15:00 |
Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization Nathan Grinsztajn · Daniel Furelos-Blanco · Shikha Surana · Clément Bonnet · Tom Barrett |
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Poster
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Tue 8:45 |
Advancing Bayesian Optimization via Learning Correlated Latent Space Seunghun Lee · Jaewon Chu · Sihyeon Kim · Juyeon Ko · Hyunwoo Kim |
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Poster
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Tue 8:45 |
Optimizing over trained GNNs via symmetry breaking Shiqiang Zhang · Juan Campos · Christian Feldmann · David Walz · Frederik Sandfort · Miriam Mathea · Calvin Tsay · Ruth Misener |