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Lorenzo Rosasco

Massachusetts Institute of Technology
University of Genoa
Istituto Italiano di Tecnologia

326

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8184

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Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization.

2022 AISTATS | International Conference on Artificial Intelligence and Statistics
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Learn Fast, Segment Well: Fast Object Segmentation Learning on the iCub Robot

2022 IEEE Transactions on Robotics
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Multiclass learning with margin: exponential rates with no bias-variance trade-off.

2022 CoRR
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Nyström Kernel Mean Embeddings.

2022 CoRR
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Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression.

2022 AISTATS | International Conference on Artificial Intelligence and Statistics
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Physics Informed Shallow Machine Learning for Wind Speed Prediction.

2022 CoRR
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An elementary analysis of ridge regression with random design.

2022 CoRR
- Jaouad Mourtada
- Lorenzo Rosasco
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Learning new physics efficiently with nonparametric methods.

2022 CoRR
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Scaling Gaussian Process Optimization by Evaluating a Few Unique Candidates Multiple Times.

2022 CoRR
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Mean Nyström Embeddings for Adaptive Compressive Learning.

2022 AISTATS | International Conference on Artificial Intelligence and Statistics
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