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Pokemon squad builder

You can find a simple Pokemon squad builder at this link. Made for fun using Claude Code.

Comparison of news commonality and churn in international news outlets with TARO

Published in In the proceedings of Proceedings of the 34th ACM Conference on Hypertext and Social Media, 2023

Recommended citation: Giuseppe Carrino, Angelo Di, Gioele Barabucci, "Comparison of news commonality and churn in international news outlets with TARO." In the proceedings of Proceedings of the 34th ACM Conference on Hypertext and Social Media, 2023.
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Publishing, linking and translating news in multilingual communities: a mirror of cultural differences?

Published in In the proceedings of Proceedings of the 35th ACM Conference on Hypertext and Social Media, 2024

Recommended citation: Giuseppe Carrino, Angelo Di, Davide Picca, "Publishing, linking and translating news in multilingual communities: a mirror of cultural differences?." In the proceedings of Proceedings of the 35th ACM Conference on Hypertext and Social Media, 2024.
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Investigating news coverage and circulation over time in a quantitative manner: the TARO framework

Published in New Review of Hypermedia and Multimedia, 2025

Recommended citation: Giuseppe Carrino, Angelo Iorio, Gioele Barabucci, "Investigating news coverage and circulation over time in a quantitative manner: the TARO framework." New Review of Hypermedia and Multimedia, 2025.
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Frugality in second-order optimization: floating-point approximations for Newton’s method

Published in 07, 10, 2025

Recommended citation: Giuseppe Carrino. Frugality in second-order optimization: floating-point approximations for Newton method. Computer Science [cs]. Bologna University, 2025. English. ⟨NNT : ⟩. ⟨tel-05375552⟩
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Poster on ‘Mixed-Precision Newton’s method’ at M2L

Published: September 10, 2025

Presented a poster on my ENS internship work at M2L Summer School by Google DeepMind.

Poster on ‘Mixed-Precision Newton’s method’ at SIAM Chapters Meeting

Published: January 29, 2026

Presented a poster on my ongoing PhD work at SIAM Chapters meeting for Young Researchers in Milan. Poster PDF is available on this website, here.

Talk at PEQUAN Team meeting

Published: April 13, 2026

Attended PEQUAN Team (LIP6) meeting and presented my ongoing work on mixed precision Newton’s method. My slides are available on this website, here.

Presentation at SIAM OP26

Published: June 03, 2026

Attended and presented at my work on mixed-precision Newton’s methods at SIAM OP26, at University of Edinburgh, in the mini-symposium on Inexact and accelerated methods for nonlinear problems organized by Coralia Cartis. My slides are available on this website, here.

‘Travaux dirigés’ of Machine Learning

Master degree course, ENS Lyon, Master's degree in Computer Science, 2026

Teaching to students of first year of Master’s degree in Computer Science at École normale supérieure of Lyon. Exercises on foundations of machine learning, both theoretical, through mathematical proofs, and applied, using Python notebooks. —

Topics covered

• Lesson 1: Empirical vs true risk, Bayes classifier;
• Lesson 2: Conditional expectation, kNN, regresso-gram;
• Lesson 3: Linear Regression, Ordinary Least Squares, Singular Value Decomposition;
• Lesson 4: Logistic Regression, LDA, Gradient Descent, Newton’s method;
• Lesson 5: Clustering, k-Means(++), Hierarchical Clustering, Spectral Clustering;
• Lesson 6: Dimensionality reduction (PCA, Dictionary Learning, Autoencoders);
• Lesson 7: Trees, random forests, ensemble methods;
• Lesson 8: Density estimation, Gaussian Mixture Models;
• Lesson 9: Stochastic Gradient Descent;
• Lesson 10: DL Intro, Convolutional networks, Batch-Norm, Residual Layers;
• Lesson 11: Generative models, Flow Matching.