Seminars

• Data Dreams and Ethical Realities (2024)

• Artificial Intelligence as a Techno-social system (2022) (Private)

• Algorithmic bias: Is it our problem? (2021) (Private)

• Privacy & Machine Learning (2019)

• (Mis)Handling Data (2018)

• Getting started with Git (2016)

• Getting started with Linux (2016)

Publications & Collaborations

• The Lonely Machine (Funded Art Research project 2020-2021)

• learn2learn: A Library for Meta-Learning Research (arXiv 2020)

• Price Trailing for Financial Trading Using Deep Reinforcement Learning (TNNLS 2020) (PDF)

• Deep Reinforcement Learning for Financial Trading using Price Trailing (ICASSP 2019)(PDF)

• Reproducibility Challenge: Meta-Learning Representations for Continual Learning (OpenReview) (PDF)

A list of previous open-source projects

• Detecting PII text with LLMs (2024)

• learn2learn: Meta-Learning library (2020)

• Hierarchical Convolutional Neural Networks with Hard Attention (2020)

• Reproducibility challenge NeurIPS 2019: Meta-Learning Representations for Continual Learning (2019)

• Deep Learning (RNN) for Second Language Acquisition Modeling (Duolingo 2018 competition) (2019)

• Deep Learning (RNN) for Text Prediction (2019)

• Deep Reinforcement Learning for Financial Trading (+ Publication) (2018)

• Deep Reinforcement Learning for Frontal Face Tracking (2017)

• Multi-Agent Air Traffic System (2017)