Teaching

Natural Language Processing

Graduate course, CentraleSupelec, SDI, 2023

Language Modeling
Sequence labeling tasks
General NLP tasks:
- Sentiment analysis
- Classfication
- NER

Machine learning

Graduate course, CentraleSupelec, SDI, 2022

Ensemble Methods
- Decision trees
- Bagging
- Boosting
Support vector machines (SVM)
- Kernels
- Classification
- Regression
Vector Quantization
- K-means
- Incremental neural networks
- Self-organizing Maps