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Bayesian modeling of brain function and behavior

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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

Bayesian modeling of brain function and behavior

Graph Chatbot

Chat with Graph Search

Random matrix methods for high-dimensional machine learning models

Intraday solar irradiance forecasting using public cameras

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

Distributional Regression and Autoregression via Optimal Transport

From Probability Graphical Models to Dynamic Networks — A Bayesian perspective on Smooth Best Estimate of Trajectory with applications in Geodetic Engineering

Spatiotemporal wildfire modeling through point processes with moderate and extreme marks

Global information processing in feedforward deep networks

Discrete-Choice Mining of Social Processes

Multi-ion-sensing emulator and multivariate calibration optimization by machine learning models

Population receptive field size in (un)crowding: to isolate or to combine?

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

Random matrix methods for high-dimensional machine learning models

Intraday solar irradiance forecasting using public cameras

Spatiotemporal wildfire modeling through point processes with moderate and extreme marks

Population receptive field size in (un)crowding: to isolate or to combine?

Discrete-Choice Mining of Social Processes

Global information processing in feedforward deep networks

Distributional Regression and Autoregression via Optimal Transport

From Probability Graphical Models to Dynamic Networks — A Bayesian perspective on Smooth Best Estimate of Trajectory with applications in Geodetic Engineering

Multi-ion-sensing emulator and multivariate calibration optimization by machine learning models