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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

Data-Driven Behaviour Estimation in Parametric Games

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

Distributional Regression and Autoregression via Optimal Transport

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

Correlating Twitter Language with Community-Level Health Outcomes

Multi-Dimensional Explanation of Target Variables from Documents

Neural controlled differential equations for crop classification

Sparsest piecewise-linear regression of one-dimensional data

Automatic L2 Regularization for Multiple Generalized Additive Models

Leveraging insurance customer data to characterize socioeconomic indicators of Swiss municipalities