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Transient behavior of affine projection algorithms

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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

Transient behavior of affine projection algorithms

Graph Chatbot

Chattez avec Graph Search

Distributional Regression and Autoregression via Optimal Transport

Gaussian Process Regression for Materials and Molecules

Optimal lower bounds on hitting probabilities for non-linear systems of stochastic fractional heat equations

Scaling up Kernel Ridge Regression via Locality Sensitive Hashing

Gaussian Process Regression for Maximum Entropy Distribution

Online Robust Regression via SGD on the l1 loss

On the 2D Post-Processing of Brillouin Optical Time-Domain Analysis

A memory of motion for visual predictive control tasks

A Covariance Formula For Topological Events Of Smooth Gaussian Fields

Gaussian Process Regression for Maximum Entropy Distribution

Distributional Regression and Autoregression via Optimal Transport

Gaussian Process Regression for Materials and Molecules

Gaussian Process Regression for Maximum Entropy Distribution

Online Robust Regression via SGD on the l1 loss

A Covariance Formula For Topological Events Of Smooth Gaussian Fields

Optimal lower bounds on hitting probabilities for non-linear systems of stochastic fractional heat equations

On the 2D Post-Processing of Brillouin Optical Time-Domain Analysis

A memory of motion for visual predictive control tasks

Scaling up Kernel Ridge Regression via Locality Sensitive Hashing

Gaussian Process Regression for Maximum Entropy Distribution