Concept

Logistic regression

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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

Logistic regression

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Distributional Regression and Autoregression via Optimal Transport

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

Diverse parameters of ambulatory knee moments differ with medial knee osteoarthritis severity and are combinable into a severity index

Analysing the potential for modal shiftbased on the logic of modal choice

Preserved Corticospinal Tract Revealed by Acute Perfusion Imaging Relates to Better Outcome After Thrombectomy in Stroke

Environmental determinants of access to shared sanitation in informal settlements: a cross-sectional study in Abidjan and Nairobi

(S)GD over Diagonal Linear Networks: Implicit Regularisation, Large Stepsizes and Edge of Stability

Adequacy of stationary measurements as proxies for residential personal exposure to gaseous and particle air pollutants

Weakly nonlinear versus semi-linear models of the nonlinear evolution of the centrifugal instability

Towards a multiscale point cloud structural similarity metric

Diverse parameters of ambulatory knee moments differ with medial knee osteoarthritis severity and are combinable into a severity index

Distributional Regression and Autoregression via Optimal Transport

Analysing the potential for modal shiftbased on the logic of modal choice

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

(S)GD over Diagonal Linear Networks: Implicit Regularisation, Large Stepsizes and Edge of Stability

Preserved Corticospinal Tract Revealed by Acute Perfusion Imaging Relates to Better Outcome After Thrombectomy in Stroke

Weakly nonlinear versus semi-linear models of the nonlinear evolution of the centrifugal instability

Towards a multiscale point cloud structural similarity metric

Adequacy of stationary measurements as proxies for residential personal exposure to gaseous and particle air pollutants

Environmental determinants of access to shared sanitation in informal settlements: a cross-sectional study in Abidjan and Nairobi