Tommaso BuonocoreinTowards Data ScienceAraucana XAI: Why Did AI Get This One Wrong?A new approach to provide local explanations for machine learning model predictions through navigable trees and hiearchical rules·7 min read·Jul 14, 2023--1--1
Tommaso BuonocoreinTowards Data ScienceBackdoor Attacks on Language Models: Can We Trust Our Model’s Weights?A primer on the potential risks of leaning on unreliable sources in NLP·5 min read·Jul 20, 2022----
Tommaso BuonocoreinTowards Data ScienceUsing BERT for Forum Moderation and FilteringOnline forums still play an important role in connecting people, but manual moderation is a time-intensive process. Can NLP help?7 min read·Feb 24, 2022----
Tommaso BuonocoreinTowards Data ScienceBuilding Modern and Lightweight NLP Python Interfaces with HTML/CSSHow to merge Python and Web Design to create beautiful and powerful GUIs in no time.·5 min read·Oct 26, 2021--1--1
Tommaso BuonocoreinTowards Data ScienceSummarizing Medical Documents With NLPHow to apply Document Summarization to clinical documents without making any blunders.·9 min read·Jul 23, 2021--1--1
Tommaso BuonocoreinTowards Data ScienceEmbeddings, Embeddings Everywhere!Food for thought on the incredible versatility of word embeddings with five different-from-usual domains of application6 min read·Dec 16, 2020----
Tommaso BuonocoreinTowards Data ScienceExploring chromatic storytelling in movies with R: color palette extractionHow to extract color palettes from movie frames using color quantization theory and unsupervised machine learning·6 min read·Sep 20, 2020----
Tommaso BuonocoreinTowards Data ScienceIs COVID-19 Lockdown Cleaning the Skies Over Milan?How COVID-19 controls are impacting air pollution levels in Lombardy10 min read·Apr 12, 2020--1--1
Tommaso BuonocoreinTowards Data ScienceDeep Learning & Healthcare: All the Glitters Ain’t GoldAn overview of the complex relationship between Deep Learning and Healthcare·11 min read·Feb 28, 2020----
Tommaso BuonocoreinTowards Data ScienceAll I want for Christmas is AI: write the next Christmas hit using LSTMsLearn how to spicy up your holidays with some weird AI-generated Christmas lyrics8 min read·Dec 30, 2019----