- Further investigating the frequency distortion of static word embeddings (EMNLP 2023 Findings) ๐
- A PMI-based approach to measure biases in texts (ACL 2023) ๐
- Embedding-based bias metrics depend on frequency! (EMNLP 2022 Findings) ๐
- Anomaly detection and 7-day mortality prediction in an ICU (specialization work) ๐ฅ
- Finding hypallages in Borges' short stories with NLP ๐
- Crop classification using satellite images ๐ฑ
- Classification of tweets about emergencies and disasters (Kaggle competition) ๐
- Modelling NBA salaries with GAMs ๐
- Hierarchical clustering of countries with World Bank data (Shiny app) ๐
- A hierarchy of airports with PageRank
โ๏ธ - Network analysis of brain activity during sleep ๐ง
- An introduction to bias and variance in supervised ML ๐
- Understanding the bias-variance trade-off (Shiny app) ๐น
- Notes about gradient boosting ๐