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Learning PSD-valued functions using kernel sums-of-squares

Boris Muzellec , Francis Bach , Alessandro Rudi
2021
Preprints, Working Papers, ... hal-03454277v1
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Near-optimal estimation of smooth transport maps with kernel sums-of-squares

Boris Muzellec , Adrien Vacher , Francis Bach , François-Xavier Vialard , Alessandro Rudi
2021
Preprints, Working Papers, ... hal-03466696v1
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Dimension-free convergence rates for gradient Langevin dynamics in RKHS

Boris Muzellec , Kanji Sato , Mathurin Massias , Taiji Suzuki
COLT 2022 - 35th Annual Conference on Learning Theory, Jul 2022, London, United Kingdom
Conference papers hal-03920387v1
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A Note on Optimizing Distributions using Kernel Mean Embeddings

Boris Muzellec , Francis Bach , Alessandro Rudi
2021
Preprints, Working Papers, ... hal-03454259v1
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A Dimension-free Computational Upper-bound for Smooth Optimal Transport Estimation

Adrien Vacher , Boris Muzellec , Alessandro Rudi , Francis Bach , François-Xavier Vialard
COLT 2021 - 34th Annual Conference on Learning Theory, Aug 2021, Boulder, United States
Conference papers hal-03454237v1