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58 Results
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Poster
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Thu 14:00 |
Supervising the Multi-Fidelity Race of Hyperparameter Configurations Martin Wistuba · Arlind Kadra · Josif Grabocka |
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Poster
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Wed 9:00 |
JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search Archit Bansal · Danny Stoll · Maciej Janowski · Arber Zela · Frank Hutter |
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Workshop
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Deep Gaussian Process-based Multi-fidelity Bayesian Optimization for Simulated Chemical Reactors Tom Savage · Nausheen Basha · Omar Matar · Antonio del Rio Chanona |
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Workshop
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Multi-fidelity Bayesian experimental design using power posteriors Andrew Jones · Diana Cai · Barbara Engelhardt |
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Poster
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Wed 14:00 |
Multi-Fidelity Best-Arm Identification Riccardo Poiani · Alberto Maria Metelli · Marcello Restelli |
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Poster
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Tue 14:00 |
Infinite-Fidelity Coregionalization for Physical Simulation Shibo Li · Zheng Wang · Robert Kirby · Shandian Zhe |
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Workshop
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Fri 9:30 |
Multi-Fidelity Experimental Design for Ice-Sheet Simulation Pierre Thodoroff |
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Workshop
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Hyperparameter Optimization of Graph Neural Networks for the OpenCatalyst Dataset: A Case Study Carmelo Gonzales · Eric Lee · Kin Long Kelvin Lee · Joyce Tang · Santiago Miret |
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Poster
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GAR: Generalized Autoregression for Multi-Fidelity Fusion Yuxin Wang · Zheng Xing · WEI XING |
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Workshop
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Multi-Fidelity Transfer Learning for accurate database PDE approximation Wenzhuo LIU · Mouadh Yagoubi · Marc Schoenauer · David Danan |
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Workshop
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Multi-fidelity experimental design for ice-sheet simulation Pierre Thodoroff · Markus Kaiser · Rosie Williams · Robert Arthern · Scott Hosking · Neil Lawrence · Ieva Kazlauskaite |
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Poster
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Tue 9:00 |
Batch Multi-Fidelity Active Learning with Budget Constraints Shibo Li · Jeff M Phillips · Xin Yu · Robert Kirby · Shandian Zhe |