Concept

Multimodal distribution

Related publications (32)

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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

Multimodal distribution

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Distributional Regression and Autoregression via Optimal Transport

Safe Motion Planning against Multimodal Distributions Based on a Scenario Approach

Comparison of Responses to DCN vs. VCN Stimulation in a Mouse Model of the Auditory Brainstem Implant (ABI)

Information content and aerosol property retrieval potential for different types of in situ polar nephelometer data

Minimax rate for optimal transport regression between distributions

From Trees to Barcodes and Back Again:A Combinatorial, Probabilistic and Geometric Study of a Topological Inverse Problem

System Support for Robust Distributed Learning

Assessment of the Lightning Performance of overhead distribution lines based on Lightning Location Systems data

Amplitude and phase reconstruction for Low-Energy Electron Holography of individual proteins

Fast Multi-Step Critiquing for VAE-based Recommender Systems

Distributional Regression and Autoregression via Optimal Transport

Comparison of Responses to DCN vs. VCN Stimulation in a Mouse Model of the Auditory Brainstem Implant (ABI)

Safe Motion Planning against Multimodal Distributions Based on a Scenario Approach

From Trees to Barcodes and Back Again:A Combinatorial, Probabilistic and Geometric Study of a Topological Inverse Problem

Assessment of the Lightning Performance of overhead distribution lines based on Lightning Location Systems data

Amplitude and phase reconstruction for Low-Energy Electron Holography of individual proteins

System Support for Robust Distributed Learning

Fast Multi-Step Critiquing for VAE-based Recommender Systems

Information content and aerosol property retrieval potential for different types of in situ polar nephelometer data

Minimax rate for optimal transport regression between distributions