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Autoregressive Modelling of Hilbert Envelopes for Wide-band Audio Coding

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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

Autoregressive Modelling of Hilbert Envelopes for Wide-band Audio Coding

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Chat with Graph Search

On distributional autoregression and iterated transportation

Intraday solar irradiance forecasting using public cameras

Sparse autoregressive neural networks for classical spin systems

Comparison of Three Imputation Methods for Groundwater Level Timeseries

Distributional Regression and Autoregression via Optimal Transport

Directional sensitivity of cortical neurons towards TMS induced electric fields

Modeling Structured Data in Attention-based Models

Comparing end-tidal CO2, respiration volume per time (RVT), and average gray matter signal for mapping cerebrovascular reactivity amplitude and delay with breath-hold task BOLD fMRI

The autoregressive neural network architecture of the Boltzmann distribution of pairwise interacting spins systems

On the rate of convergence for the autocorrelation operator in functional autoregression

On distributional autoregression and iterated transportation

Intraday solar irradiance forecasting using public cameras

Sparse autoregressive neural networks for classical spin systems

Comparison of Three Imputation Methods for Groundwater Level Timeseries

Distributional Regression and Autoregression via Optimal Transport

Directional sensitivity of cortical neurons towards TMS induced electric fields

Modeling Structured Data in Attention-based Models

Comparing end-tidal CO2, respiration volume per time (RVT), and average gray matter signal for mapping cerebrovascular reactivity amplitude and delay with breath-hold task BOLD fMRI

The autoregressive neural network architecture of the Boltzmann distribution of pairwise interacting spins systems

On the rate of convergence for the autocorrelation operator in functional autoregression