Alessio Benavoli - Publications, H-index & Citations

Alessio Benavoli

Trinity College Dublin

20H指数

154论文数

2.0K被引数

收录论文 26

发表时间

dynoGP: Deep Gaussian Processes for Dynamic System Identification dynoGP：深度高斯过程动态系统辨识

International Journal of Adaptive Control and Signal Processing

IF3.8

2026-09-05

OAAI

Alessio Benavoli; Marco Forgione; Dario Piga

A tutorial on learning from preferences and choices with Gaussian processes 基于高斯过程的偏好与选择学习教程

Foundations and Trends in Machine Learning

IF25.4

2026-04-21

PREAI

Benavoli, Alessio; Azzimonti, Dario

Connecting classical finite exchangeability to quantum theory and indistinguishability 将经典有限可交换性与量子理论和不可区分性相联系

International Journal of Approximate Reasoning

IF3

2025-11-19

PREAI

Alessio Benavoli; Alessandro Facchini; Marco Zaffalon

Gaussian process with dissolution spline kernel for in vitro dissolution testing 高斯过程与溶解样条核在体外溶出测试中的应用

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

IF1.3

2025-10-01

PREAI

Murphy, Fiona; Navas Bachiller, Marina; D'Arcy, Deirdre M.; Benavoli, Alessio

Bayes' Rule Using Imprecise Probabilities [Lecture Notes]

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2024-04-16

PREAI

Ristic, Branko; Benavoli, Alessio; Arulampalam, Sanjeev

MACHINE LEARNING

IF2.9

2023-01-25

OAAI

Schuerch, Manuel; Azzimonti, Dario; Benavoli, Alessio; Zaffalon, Marco

Nonlinear desirability as a linear classification problem 作为线性分类问题的非线性可取性

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2023-01-01

OAAI

Casanova, Arianna; Benavoli, Alessio; Zaffalon, Marco

Quantum indistinguishability through exchangeability

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2022-12-01

OAAI

Benavoli, Alessio; Facchini, Alessandro; Zaffalon, Marco

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

MACHINE LEARNING

IF2.9

2021-09-13

OAAI

Benavoli, Alessio; Azzimonti, Dario; Piga, Dario

Recursive estimation for sparse Gaussian process regression

AUTOMATICA

IF5.9

2020-10-01

OAAI

Schuerch, Manuel; Azzimonti, Dario; Benavoli, Alessio; Zaffalon, Marco

Skew Gaussian processes for classification

MACHINE LEARNING

IF2.9

2020-09-04

OAAI

Benavoli, Alessio; Azzimonti, Dario; Piga, Dario

Rao-Blackwellized sampling for batch and recursive Bayesian inference of Piecewise Affine models

AUTOMATICA

IF5.9

2020-07-01

PREAI

Piga, Dario; Bemporad, Alberto; Benavoli, Alessio

A tutorial on uncertainty modeling for machine reasoning

INFORMATION FUSION

IF15.5

2020-03-01

OAAI

Ristic, Branko; Gilliam, Christopher; Byrne, Marion; Benavoli, Alessio

Sum-of-squares for bounded rationality

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2019-02-01

OAAI

Benavoli, Alessio; Facchini, Alessandro; Piga, Dario; Zaffalon, Marco

Statistical comparison of classifiers through Bayesian hierarchical modelling

MACHINE LEARNING

IF2.9

2017-05-18

OAAI

Corani, Giorgio; Benavoli, Alessio; Demsar, Janez; Mangili, Francesca; Zaffalon, Marco

Introduction to the special issue on Bayesian Nonparametrics

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2017-04-01

OAAI

Benavoli, Alessio; Lijoi, Antonio; Mira, Antonietta

A probabilistic interpretation of set-membership filtering: Application to polynomial systems through polytopic bounding

AUTOMATICA

IF5.9

2016-08-01

OAAI

Benavoli, Alessio; Piga, Dario

A Bayesian approach for comparing cross-validated algorithms on multiple data sets

MACHINE LEARNING

IF2.9

2015-03-24

OAAI

Corani, Giorgio; Benavoli, Alessio

New prior near-ignorance models on the simplex

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2015-01-01

OAAI

Mangili, Francesca; Benavoli, Alessio

Belief function and multivalued mapping robustness in statistical estimation 统计估计中的置信函数和多值映射鲁棒性

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2014-01-01

OAAI

Benavoli, Alessio

研究方向