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D

Davide Anguita

university of genoa

40H-index
280Paper Count
8.7KCitation Count
Published Papers 51
Publication Date
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Reconciling grokking with statistical learning theory through the lens of norm- and stability-based generalization bounds
errNeurocomputing
IF6.5
err2026-01-28
err0
errOAAI
errLuca Oneto; Sandro Ridella; Simone Minisi; Andrea Coraddu; Davide Anguita
errShare
errSave
HORNET: Fast and minimal adversarial perturbations
errInformation Sciences
IF6.8
err2026-01-01
err0
errOAAI
errWu, Jiaping; Cina, Antonio Emanuele; Villani, Francesco; Xia, Zhaoqiang; Demetrio, Luca; Oneto, Luca; Anguita, Davide; Roli, Fabio; Feng, Xiaoyi
errShare
errSave
Physics Informed Machine Learning for Power Flow Analysis: Injecting Knowledge via Pre-, In-, and Post-processing
errADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT II
IF0
err2026-01-01
err0
PREAI
errParodi, Guido; Ferro, Giulio; Robba, Michela; Coraddu, Andrea; Cipollini, Francesca; Anguita, Davide; Oneto, Luca
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errSave
Informed machine learning for complex data
errNeurocomputing
IF6.5
err2025-12-22
err0
errOAAI
errLuca Oneto; Nicolò Navarin; Alessio Micheli; Luca Pasa; Claudio Gallicchio; Davide Bacciu; Davide Anguita
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errSave
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-09-01
err0
PREAI
errDaniele Angioni; Luca Demetrio; Maura Pintor; Luca Oneto; Davide Anguita; Battista Biggio; Fabio Roli
errShare
errSave
Investigating over-parameterized randomized graph networks
errNEUROCOMPUTING
IF6.5
err2024-11-01
err0
errOAAI
errDonghi, Giovanni; Pasa, Luca; Oneto, Luca; Gallicchio, Claudio; Micheli, Alessio; Anguita, Davide; Sperduti, Alessandro; Navarin, Nicolo
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errSave
Towards algorithms and models that we can trust: A theoretical perspective
errNEUROCOMPUTING
IF6.5
err2024-08-01
err0
errOAAI
errOneto, Luca; Ridella, Sandro; Anguita, Davide
errShare
errSave
Do we really need a new theory to understand over-parameterization?
errNEUROCOMPUTING
IF6.5
err2023-07-01
err10
errOAAI
errOneto, Luca; Ridella, Sandro; Anguita, Davide
errShare
errSave
The benefits of adversarial defense in generalization
errNEUROCOMPUTING
IF6.5
err2022-09-01
err3
errOAAI
errOneto, Luca; Ridella, Sandro; Anguita, Davide
errShare
errSave
Deep fair models for complex data: Graphs labeling and explainable face recognition
errNEUROCOMPUTING
IF6.5
err2022-01-01
err15
errOAAI
errFranco, Danilo; Navarin, Nicolo; Donini, Michele; Anguita, Davide; Oneto, Luca
errShare
errSave
Optimizing Fuel Consumption in Thrust Allocation for Marine Dynamic Positioning Systems
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2022-01-01
err15
errOAAI
errKalikatzarakis, Miltiadis; Coraddu, Andrea; Oneto, Luca; Anguita, Davide
errShare
errSave
Understanding Violin Players' Skill Level Based on Motion Capture: a Data-Driven Perspective
errCOGNITIVE COMPUTATION
IF4.3
err2020-09-24
err19
errOAAI
errD'Amato, Vincenzo; Volta, Erica; Oneto, Luca; Volpe, Gualtiero; Camurri, Antonio; Anguita, Davide
errShare
errSave
Spectral Analysis of Electricity Demand Using Hilbert-Huang Transform
errSENSORS
IF3.5
err2020-05-21
err19
errOAAI
errLuque, Joaquin; Anguita, Davide; Perez, Francisco; Denda, Robert
errShare
errSave
Bridging Cognitive Models and Recommender Systems
errCOGNITIVE COMPUTATION
IF4.3
err2020-03-09
err35
errOAAI
errAngulo, Cecilio; Falomir, Ing. Zoe; Anguita, Davide; Agell, Nuria; Cambria, Erik
errShare
errSave
Local Rademacher Complexity Machine
errNEUROCOMPUTING
IF6.5
err2019-05-01
err2
PREAI
errOneto, Luca; Ridella, Sandro; Anguita, Davide
errShare
errSave
A dynamic, interpretable, and robust hybrid data analytics system for train movements in large-scale railway networks
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2019-01-17
err12
PREAI
errOneto, Luca; Buselli, Irene; Lulli, Alessandro; Canepa, Renzo; Petralli, Simone; Anguita, Davide
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errSave
Mining Big Data with Random Forests
errCOGNITIVE COMPUTATION
IF4.3
err2019-01-03
err16
PREAI
errLulli, Alessandro; Oneto, Luca; Anguita, Davide
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errSave
Learning With Kernels: A Local Rademacher Complexity-Based Analysis With Application to Graph Kernels
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2018-10-01
err6
PREAI
errOneto, Luca; Navarin, Nicolo; Donini, Michele; Ridella, Sandro; Sperduti, Alessandro; Aiolli, Fabio; Anguita, Davide
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errSave
Data-Driven Photovoltaic Power Production Nowcasting and Forecasting for Polygeneration Microgrids
errieee open journal of circuits and systems
IF4.4
err2018-09-01
err25
PREAI
errOneto, Luca; Laureri, Federica; Robba, Michela; Delfino, Federico; Anguita, Davide
errShare
errSave
Condition-based maintenance of naval propulsion systems: Data analysis with minimal feedback
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2018-09-01
err54
errOAAI
errCipollini, Francesca; Oneto, Luca; Coraddu, Andrea; Murphy, Alan John; Anguita, Davide
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
E
Erik Cambria
H-index: 111 · Papers: 785
F
Fabio Roli
H-index: 69 · Papers: 502
F
Francesco Villani
H-index: 53 · Papers: 145
B
Battista Biggio
H-index: 41 · Papers: 251
M
Matthias Rauterberg
H-index: 40 · Papers: 627
View more