- Further investigating the frequency distortion of static word embeddings (EMNLP 2023 Findings) 📄
- A PMI-based approach to measure biases in texts (ACL 2023) 📄
- Embedding-based bias metrics depend on frequency! (EMNLP 2022 Findings) 📄
- Anomaly detection and 7-day mortality prediction in an ICU (specialization work) 🏥
- Finding hypallages in Borges' short stories with NLP 📚
- Crop classification using satellite images 🌱
- Classification of tweets about emergencies and disasters (Kaggle competition) 🆘
- Modelling NBA salaries with GAMs 🏀
- Hierarchical clustering of countries with World Bank data (Shiny app) 🌎
- A hierarchy of airports with PageRank
✈️ - Network analysis of brain activity during sleep 🧠
- An introduction to bias and variance in supervised ML 🔀
- Understanding the bias-variance trade-off (Shiny app) 💹
- Notes about gradient boosting 📉