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43 Results
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Poster
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Wed 9:00 |
Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression Liangzu Peng · Christian Kümmerle · Rene Vidal |
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Poster
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Wed 9:00 |
Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime Naoki Nishikawa · Taiji Suzuki · Atsushi Nitanda · Denny Wu |
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Poster
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Thu 14:00 |
Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel Changyong Oh · Roberto Bondesan · Efstratios Gavves · Max Welling |
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Poster
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Tue 9:00 |
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning Krishnateja Killamsetty · Guttu Sai Abhishek · Aakriti Lnu · Ganesh Ramakrishnan · Alexandre Evfimievski · Lucian Popa · Rishabh Iyer |
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Workshop
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PI is back! Switching Acquisition Functions in Bayesian Optimization Carolin Benjamins · Elena Raponi · Anja Jankovic · Koen van der Blom · Maria Laura Santoni · Marius Lindauer · Carola Doerr |
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Affinity Workshop
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Multi-objective Bayesian Optimization with Heuristic Objectives for Biomedical and Molecular Data Analysis Workflows Alina Selega · Kieran Campbell |
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Workshop
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Empirical Study on Optimizer Selection for Out-of-Distribution Generalization Hiroki Naganuma · Kartik Ahuja · Ioannis Mitliagkas · Shiro Takagi · Tetsuya Motokawa · Rio Yokota · Kohta Ishikawa · Ikuro Sato |