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Complementary limb motion estimation for the control of active knee prostheses

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Distributional Regression and Autoregression via Optimal Transport

Laya Ghodrati

We present a framework for performing regression when both covariate and response are probability distributions on a compact and convex subset of

\R^d

. Our regression model is based on the theory of optimal transport and links the conditional Fr'echet m ...

EPFL2023

Complementary limb motion estimation for the control of active knee prostheses

Graph Chatbot

Chat with Graph Search

Distributional Regression and Autoregression via Optimal Transport

Bayes-optimal Learning of Deep Random Networks of Extensive-width

Distribution-on-distribution regression via optimal transport maps

Minimax rate for optimal transport regression between distributions

Linear regression analysis of regional mean speed of Athens city network using drone data: A multi-modal approach

Deep Learning with Convolutional Neural Network for Proportional Control of Finger Movements from surface EMG Recordings

Neural controlled differential equations for crop classification

The association of basic and challenging motor capacity with mobility performance and falls in young seniors

Automatic L2 Regularization for Multiple Generalized Additive Models

Methodology And Convergence Rates For Functional Time Series Regression

Bayes-optimal Learning of Deep Random Networks of Extensive-width

Linear regression analysis of regional mean speed of Athens city network using drone data: A multi-modal approach

Distribution-on-distribution regression via optimal transport maps

Deep Learning with Convolutional Neural Network for Proportional Control of Finger Movements from surface EMG Recordings

Automatic L2 Regularization for Multiple Generalized Additive Models

Minimax rate for optimal transport regression between distributions

Neural controlled differential equations for crop classification

The association of basic and challenging motor capacity with mobility performance and falls in young seniors

Distributional Regression and Autoregression via Optimal Transport

Methodology And Convergence Rates For Functional Time Series Regression