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Efficient kernel methods for model-independent new physics searches

Project: SLING

Updated at: 01-01-2025

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Heteroscedastic Gaussian Processes and Random Features: Scalable Motion Primitives with Guarantees

Project: SLING

Updated at: 28-08-2024

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Efficient Unsupervised Learning for Plankton Images

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Updated at: 28-08-2024

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Fast iterative regularization by reusing data

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Updated at: 13-08-2024

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Fast kernel methods for data quality monitoring as a goodness-of-fit test

Project: SLING

Updated at: 13-08-2024

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Project acronym SLING

Convergence of an asynchronous block-coordinate forward-backward algorithm for convex composite optimization

Project: SLING

Updated at: 13-08-2024

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Regularization Properties of Dual Subgradient Flow

Project: SLING

Updated at: 13-08-2024

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Top-tuning: A study on transfer learning for an efficient alternative to fine tuning for image classification with fast ...

Project: SLING

Updated at: 13-08-2024

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Project acronym SLING

A fast and flexible machine learning approach to data quality monitoring

Project: SLING

Updated at: 13-08-2024

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Project acronym SLING

Iterative regularization for low complexity regularizers

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Updated at: 13-08-2024

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Project acronym SLING

Goodness of fit by Neyman-Pearson testing

Project: SLING

Updated at: 13-08-2024

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Project acronym SLING

Fair learning with Wasserstein barycenters for non-decomposable performance measures

Project: SLING

Updated at: 13-08-2024

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Periodic Reporting for period 3 - SLING (Efficient algorithms for sustainable machine learning)

Project: SLING

Updated at: 13-08-2024

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Snacks: a fast large-scale kernel SVM solver

Project: SLING

Updated at: 13-08-2024

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An optimal structured zeroth-order algorithm for non-smooth optimization

Project: SLING

Updated at: 13-08-2024

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Estimating Koopman operators with sketching to provably learn large scale dynamical systems

Project: SLING

Updated at: 13-08-2024

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Learn Fast, Segment Well: Fast Object Segmentation Learning on the iCub Robot

Project: SLING

Updated at: 27-04-2024

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Anderson acceleration of coordinate descent

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Updated at: 27-04-2024

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Physics informed machine learning for wind speed prediction

Project: SLING

Updated at: 27-04-2024

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Project acronym SLING

Learning new physics efficiently with nonparametric methods

Project: SLING

Updated at: 27-04-2024

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Project acronym SLING

Zeroth-order optimization with orthogonal random directions

Project: SLING

Updated at: 27-04-2024

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Project acronym SLING

Understanding neural networks with reproducing kernel Banach spaces

Project: SLING

Updated at: 27-04-2024

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Project acronym SLING

Construction and Monte Carlo Estimation of Wavelet Frames Generated by a Reproducing Kernel

Project: SLING

Updated at: 27-04-2024

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Project acronym SLING

Learning to Avoid Obstacles With Minimal Intervention Control

Project: SLING

Updated at: 27-04-2024

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Project acronym SLING

Asymptotics of Ridge(less) Regression under General Source Condition

Project: SLING

Updated at: 27-04-2024

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Project acronym SLING

Convergence of the forward-backward algorithm: beyond the worst-case with the help of geometry

Project: SLING

Updated at: 27-04-2024

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Project acronym SLING

Implicit regularization with strongly convex bias: stability and acceleration

Project: SLING

Updated at: 27-04-2024

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Project acronym SLING

Multiclass learning with margin: exponential rates with no bias-variance trade-off

Project: SLING

Updated at: 27-04-2024

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Hyperbolic manifold regression

Project: SLING

Updated at: 27-04-2024

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An elementary analysis of ridge regression with random design

Project: SLING

Updated at: 27-04-2024

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