Dario Azzimonti

Istituto dalle Molle di Studi sull'Intelligenza Artificiale

Switzerland

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Research Interests

Statistics

50%

Biostatistics

30%

Stochastic Processes

40%

Regression Analysis

20%

Gaussian Processes

10%

Data-driven Modeling

10%

Parameter-varying Systems

10%

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Articles7

Probabilistic reconciliation of count time series

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Year:

2023

A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes

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Year:

2021

Adaptive Design of Experiments for Conservative Estimation of Excursion Sets

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Year:

2021

Comparison of domain adaptation and active learning techniques for quality of transmission estimation with small-sized training datasets [Invited]

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Year:

2021

Skew Gaussian processes for classification

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Year:

2020

Reducing probes for quality of transmission estimation in optical networks with active learning

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Year:

2020

Recursive estimation for sparse Gaussian process regression

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Year:

2020

Collaborators2

giorgio corani

Istituto dalle Molle di Studi sull'Intelligenza Artificiale

SWITZERLAND

alessio benavoli

Associate Professor

Trinity College Dublin

IRELAND

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