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An Adaptive Approach for Online Segmentation of Multi-Dimensional Mobile Data

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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

An Adaptive Approach for Online Segmentation of Multi-Dimensional Mobile Data

Graph Chatbot

Chattez avec Graph Search

Scale-Aware Test-Time Click Adaptation for Pulmonary Nodule and Mass Segmentation

Distributional Regression and Autoregression via Optimal Transport

Data-Driven Behaviour Estimation in Parametric Games

Neural controlled differential equations for crop classification

Leveraging insurance customer data to characterize socioeconomic indicators of Swiss municipalities

Sparsest piecewise-linear regression of one-dimensional data

Multi-Dimensional Explanation of Target Variables from Documents

Quantification in Musculoskeletal Imaging Using Computational Analysis and Machine Learning: Segmentation and Radiomics

Correlating Twitter Language with Community-Level Health Outcomes

Automatic L2 Regularization for Multiple Generalized Additive Models

Neural controlled differential equations for crop classification

Distributional Regression and Autoregression via Optimal Transport

Quantification in Musculoskeletal Imaging Using Computational Analysis and Machine Learning: Segmentation and Radiomics

Automatic L2 Regularization for Multiple Generalized Additive Models

Correlating Twitter Language with Community-Level Health Outcomes

Data-Driven Behaviour Estimation in Parametric Games

Leveraging insurance customer data to characterize socioeconomic indicators of Swiss municipalities

Scale-Aware Test-Time Click Adaptation for Pulmonary Nodule and Mass Segmentation

Sparsest piecewise-linear regression of one-dimensional data

Multi-Dimensional Explanation of Target Variables from Documents