Marco Brambilla

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All published works

Action	Title	Year	Authors
+ PDF Chat	Visual-TCAV: Concept-based Attribution and Saliency Maps for Post-hoc Explainability in Image Classification	2024	Antonio de Santis Riccardo Campi Matteo Bianchi Marco Brambilla
+ PDF Chat	Integrating Large Language Models and Knowledge Graphs for Extraction and Validation of Textual Test Data	2024	Antonio de Santis Marco Balduini Federico De Santis Andrea Proia Andrea Leo Marco Brambilla Emanuele Della Valle
+ PDF Chat	Interpretable Network Visualizations: A Human-in-the-Loop Approach for Post-hoc Explainability of CNN-based Image Classification	2024	Matteo Bianchi Antonio de Santis Andrea Tocchetti Marco Brambilla
+ PDF Chat	A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities	2024	Andrea Tocchetti Lorenzo Corti Agathe Balayn Mireia Yurrita Philip Lippmann Marco Brambilla Jie Yang
+ PDF Chat	Interpretable Network Visualizations: A Human-in-the-Loop Approach for Post-hoc Explainability of CNN-based Image Classification	2024	Matteo Bianchi Antonio de Santis Andrea Tocchetti Marco Brambilla
+	My Lockdown Escape: Sparking Self-Empathy in the Context of the Covid-19 Pandemic	2023	Andrea Tocchetti Silvia Maria Talenti Marco Brambilla
+	Warmth and competence perceptions of key protagonists are associated with containment measures during the COVID-19 pandemic: Evidence from 35 countries	2022	Maria‐Therese Friehs Patrick F. Kotzur C. Kraus Moritz Schemmerling Jessica Alina Herzig Adrian Stanciu Sebastian Dilly Lisa Hellert Doreen Hübner Anja Rückwardt
+ PDF Chat	VaccinEU: COVID-19 Vaccine Conversations on Twitter in French, German and Italian	2022	Marco Di Giovanni Francesco Pierri Christopher Torres-Lugo Marco Brambilla
+ PDF Chat	Empathy-Centric Design At Scale	2022	Andrea Mauri Yen-Chia Hsu Marco Brambilla Ting-Hao Huang Aisling Ann O’Kane Himanshu Verma
+ PDF Chat	COCTEAU: an Empathy-Based Tool for Decision-Making	2022	Andrea Mauri Andrea Tocchetti Lorenzo Corti Yen-Chia Hsu Himanshu Verma Marco Brambilla
+	VaccinEU: COVID-19 vaccine conversations on Twitter in French, German and Italian	2022	Marco Di Giovanni Francesco Pierri Christopher Torres-Lugo Marco Brambilla
+	COCTEAU: an Empathy-Based Tool for Decision-Making	2022	A. Mauri Andrea Tocchetti Lorenzo Corti Yen-Chia Hsu Himanshu Verma Marco Brambilla
+	Empathy-Centric Design At Scale	2022	A. Mauri Yen-Chia Hsu Marco Brambilla Aisling Ann O’Kane Ting-Hao Huang Himanshu Verma
+	A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities	2022	Andrea Tocchetti Lorenzo Corti Agathe Balayn Mireia Yurrita Philip Lippmann Marco Brambilla Jie Yang
+	It is written in the eyes: Inferences from pupil size and gaze orientation shape interpersonal liking	2021	Simone Mattavelli Marco Brambilla Mariska E. Kret
+ PDF Chat	EFSG: Evolutionary Fooling Sentences Generator	2021	Marco Di Giovanni Marco Brambilla
+	VaccinItaly: monitoring Italian conversations around vaccines on Twitter and Facebook	2021	Francesco Pierri Andrea Tocchetti Lorenzo Corti Marco Di Giovanni Silvio Pavanetto Marco Brambilla Stefano Ceri
+ PDF Chat	Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings	2021	Marco Di Giovanni Marco Brambilla
+	Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings	2021	Marco Di Giovanni Marco Brambilla
+	EFSG: Evolutionary Fooling Sentences Generator	2020	Marco Di Giovanni Marco Brambilla
+	Semi-supervised Neural Networks solve an inverse problem for modeling Covid-19 spread.	2020	Alessandro Paticchio Tommaso Scarlatti Marios Mattheakis Pavlos Protopapas Marco Brambilla
+	EFSG: Evolutionary Fooling Sentences Generator	2020	Marco Di Giovanni Marco Brambilla
+	Semi-supervised Neural Networks solve an inverse problem for modeling Covid-19 spread	2020	Alessandro Paticchio Tommaso Scarlatti Marios Mattheakis Pavlos Protopapas Marco Brambilla
+	Improving Image Classification Robustness through Selective CNN-Filters Fine-Tuning	2019	Alessandro Bianchi Moreno Raimondo Vendra Pavlos Protopapas Marco Brambilla
+	Characterizing Long-Running Political Phenomena on Social Media	2019	Emre Calisir Marco Brambilla
+	A User Modeling Pipeline for Studying Polarized Political Events in Social Media	2018	Roberto Napoli Ali Mert Ertugrul Alessandro Bozzon Marco Brambilla
+ PDF Chat	A User Modeling Pipeline for Studying Polarized Political Events in Social Media	2018	Roberto Napoli Ali Mert Ertugrul Alessandro Bozzon Marco Brambilla
+	T-CGAN: Conditional Generative Adversarial Network for Data Augmentation in Noisy Time Series with Irregular Sampling	2018	Giorgia Ramponi Pavlos Protopapas Marco Brambilla R.R.P. Janssen
+	A User Modeling Pipeline for Studying Polarized Political Events in Social Media	2018	Roberto Napoli Ali Mert Ertugrul Alessandro Bozzon Marco Brambilla
+	The Dirac operator spectrum: a perturbative approach	2009	Francesco Di Renzo Marco Brambilla
+	Evaluation of the RF Quasilinear Operator Using the TORIC Spectral Solver	2006	P. T. Bonoli J. C. Wright R. W. Harvey C. K. Phillips E. J. Valeo L.A. Berry E. F. Jaeger Marco Brambilla R. Bilato
+	Maps of zeros of truncated generating functions in high energy collisions	2005	Marco Brambilla Alberto Giovannini R. Ugoccioni
+	Self-Consistent Modeling of IC Minority Heating	1993	Marco Brambilla Christina Hoffmann
+	Confinement and profile effects during ICRF heating on ASDEX	1987	K. Steinmetz Marco Brambilla A. Eberhagen F. Wagner F. Wesner J. Bäumler G. Becker W. Becker F. Braun R. Fritsch

Common Coauthors

Coauthor	Papers Together
Andrea Tocchetti	8
Marco Di Giovanni	5
Antonio de Santis	4
Himanshu Verma	4
Pavlos Protopapas	4
Yen-Chia Hsu	4
Alessandro Bozzon	3
Ali Mert Ertugrul	3
Matteo Bianchi	3
Francesco Pierri	3
Marco Di Giovanni	3
Andrea Mauri	2
Lorenzo Corti	2
Aisling Ann O’Kane	2
Agathe Balayn	2
Alessandro Paticchio	2
Marios Mattheakis	2
Christopher Torres-Lugo	2
A. Mauri	2
Tommaso Scarlatti	2
Roberto Napoli	2
Jie Yang	2
Lorenzo Corti	2
Philip Lippmann	2
Ting-Hao Huang	2
Annika M. Svedholm‐Häkkinen	1
Emanuele Della Valle	1
Adil Samekin	1
J. Bäumler	1
Marco Balduini	1
Andrej Findor	1
Mirjana Rupar	1
G. Siller	1
Nazire Duran	1
R. Fritsch	1
Andreas Michael	1
Roberto Napoli	1
Cláudio Torres	1
Andrea Leo	1
Dmitry Grigoryev	1
Mireia Yurrita	1
Nino Javakhishvili	1
Veruschka Uliczay	1
F. Wagner	1
Jonas De keersmaecker	1
C. Kraus	1
H. Wedler	1
Federica Durante	1
E. Glock	1
O. Klüber	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference	2018	Adina Williams Nikita Nangia Samuel Bowman	3
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	3
+	Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples	2018	Minhao Cheng Jinfeng Yi Pin‐Yu Chen Huan Zhang Cho‐Jui Hsieh	2
+ PDF Chat	A global database of COVID-19 vaccinations	2021	Edouard Mathieu Hannah Ritchie Esteban Ortiz-Ospina Max Roser Joe Hasell Cameron Appel Charlie Giattino Lucas Rodés-Guirao	2
+ PDF Chat	A Meta-Analysis of State-of-the-Art Electoral Prediction From Twitter Data	2013	Daniel Gayo-Avello	2
+	What Does BERT Look at? An Analysis of BERT’s Attention	2019	Kevin Clark Urvashi Khandelwal Omer Levy Christopher D. Manning	2
+	DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter	2019	Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf	2
+	TextBugger: Generating Adversarial Text Against Real-world Applications	2019	Jinfeng Li Shouling Ji Tianyu Du Bo Li Ting Wang	2
+	BotOrNot	2016	Clayton A. Davis Onur Varol Emilio Ferrara Alessandro Flammini Filippo Menczer	2
+	Cross-lingual Language Model Pretraining	2019	Guillaume Lample Alexis Conneau	2
+	TextAttack: A Framework for Adversarial Attacks in Natural Language Processing	2020	John X. Morris Eli Lifland Jin Yong Yoo Yanjun Qi	2
+ PDF Chat	Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment	2020	Di Jin Zhijing Jin Joey Tianyi Zhou Peter Szolovits	2
+ PDF Chat	Truthy	2011	A. Ratkiewicz Michael Conover Mark Meiss Bruno Gonçalves Snehal Patil Alessandro Flammini Filippo Menczer	2
+ PDF Chat	Deep neural networks are easily fooled: High confidence predictions for unrecognizable images	2015	Anh‐Tu Nguyen Jason Yosinski Jeff Clune	2
+	Black-Box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers	2018	Ji Gao Jack Lanchantin Mary Lou Soffa Yanjun Qi	2
+	Transformer-XL: Attentive Language Models beyond a Fixed-Length Context	2019	Zihang Dai Zhilin Yang Yiming Yang Jaime Carbonell Quoc V. Le Ruslan Salakhutdinov	2
+	Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks	2019	Nils Reimers Iryna Gurevych	2
+	Well-Read Students Learn Better: On the Importance of Pre-training Compact Models	2019	Iulia Turc Ming‐Wei Chang Kenton Lee Kristina Toutanova	2
+ PDF Chat	Investigating Italian disinformation spreading on Twitter in the context of 2019 European elections	2020	Francesco Pierri Alessandro Artoni Stefano Ceri	2
+	Information disorders during the COVID-19 infodemic: The case of Italian Facebook	2021	Stefano Guarino Francesco Pierri Marco Di Giovanni Alessandro Celestini	2
+	The impact of online misinformation on U.S. COVID-19 vaccinations	2021	Francesco Pierri Brea L. Perry Matthew DeVerna Kai‐Cheng Yang Alessandro Flammini Filippo Menczer John Bryden	2
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	2
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	2
+ PDF Chat	Influence of fake news in Twitter during the 2016 US presidential election	2018	Alexandre Bovet Hernán A. Makse	2
+ PDF Chat	Disinformation and social bot operations in the run up to the 2017 French presidential election	2017	Emilio Ferrara	2
+ PDF Chat	When human-computer interaction meets community citizen science	2020	Yen-Chia Hsu Illah Nourbakhsh	2
+	BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.	2019	Mike Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdelrahman Mohamed Omer Levy Ves Stoyanov Luke Zettlemoyer	2
+	ALBERT: A Lite BERT for Self-supervised Learning of Language Representations	2019	Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut	2
+	Generating Natural Adversarial Examples	2017	Zhengli Zhao Dheeru Dua Sameer Singh	2
+	The COVID-19 Infodemic: Twitter versus Facebook	2021	Kai‐Cheng Yang Francesco Pierri Pik-Mai Hui David Axelrod Christopher Torres-Lugo John Bryden Filippo Menczer	2
+	Self-Exciting Point Process Modeling of Crime	2011	George Mohler Martin B. Short P. Jeffrey Brantingham Frederic Paik Schoenberg George Tita	2
+ PDF Chat	A Survey of Methods for Explaining Black Box Models	2018	Riccardo Guidotti Anna Monreale Salvatore Ruggieri Franco Turini Fosca Giannotti Dino Pedreschi	2
+	HotFlip: White-Box Adversarial Examples for NLP	2017	Javid Ebrahimi Anyi Rao Daniel Lowd Dejing Dou	1
+ PDF Chat	Deep Visual-Semantic Alignments for Generating Image Descriptions	2016	Andrej Karpathy Li Fei-Fei	1
+ PDF Chat	Interpretable Convolutional Neural Networks	2018	Quanshi Zhang Ying Wu Song‐Chun Zhu	1
+	EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples	2017	Pin‐Yu Chen Yash Sharma Huan Zhang Jinfeng Yi Cho‐Jui Hsieh	1
+ PDF Chat	Learning Deep Features for Discriminative Localization	2016	Bolei Zhou Aditya Khosla Àgata Lapedriza Aude Oliva Antonio Torralba	1
+	Exploring Generalization in Deep Learning	2017	Behnam Neyshabur Srinadh Bhojanapalli David McAllester Nathan Srebro	1
+	Robust Convolutional Neural Networks under Adversarial Noise	2015	Jonghoon Jin Ayşegül Dündar Eugenio Culurciello	1
+	DeepCloak: Masking Deep Neural Network Models for Robustness Against Adversarial Samples	2017	Ji Gao Beilun Wang Zeming Lin Weilin Xu Yanjun Qi	1
+	Efficient Natural Language Response Suggestion for Smart Reply	2017	Matthew Henderson Rami Al‐Rfou Brian Strope Yun-Hsuan Sung Lukács László Ruiqi Guo Sanjiv Kumar Miklós Bálint Ray Kurzweil	1
+ PDF Chat	The Relative Performance of Full Information Maximum Likelihood Estimation for Missing Data in Structural Equation Models	2001	Craig K. Enders Deborah L Bandalos	1
+	What mediation analysis can (not) do	2011	Klaus Fiedler Malte Schott Thorsten Meiser	1
+ PDF Chat	Reading Text in the Wild with Convolutional Neural Networks	2015	Max Jaderberg Karen Simonyan Andrea Vedaldi Andrew Zisserman	1
+	A Direct Approach to Robust Deep Learning Using Adversarial Networks	2019	Huaxia Wang Chun-Nam Yu	1
+	Label-Noise Robust Generative Adversarial Networks	2018	Takuhiro Kaneko Yoshitaka Ushiku Tatsuya Harada	1
+	Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context	2019	Zihang Dai Zhilin Yang Yiming Yang Jaime Carbonell Quoc V. Le Ruslan Salakhutdinov	1
+ PDF Chat	Practical Black-Box Attacks against Machine Learning	2017	Nicolas Papernot Patrick McDaniel Ian Goodfellow Somesh Jha Z. Berkay Celik Ananthram Swami	1
+	GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding	2018	Alex Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel Bowman	1
+	Efficient Neural Network Robustness Certification with General Activation Functions	2018	Huan Zhang Tsui-Wei Weng Pin‐Yu Chen Cho‐Jui Hsieh Luca Daniel	1