Posts by Collection

Efficient Minimum Word Error Rate Training for Attention-Based Models

DARL Reproduction

Further investigating transformer models in recommender systems

Dynamic adjusting of neighbourhood sample size with GRAPES

Adapting HFMCA to Graph Data: Self-Supervised Learning for Generalizable fMRI Representations

Project Collective Intelligence

Undergraduate course, VU Amsterdam, 2023

Course objective is to learn the use of simulators to conduct empirical research in the field of collective intelligence and natural and artificial systems.

Green Lab

Graduate course, VU Amsterdam, 2024

Course objective is to understand and measure the impact of software over energy consumption and perform empirical studies on this topic.

Software Design

Undergraduate course, VU Amsterdam, 2024

Course objective is to understand design principles and object-oriented design patterns. Students were expected to implement a project from the given list using the best practices from the industry.

Deep Learning

Graduate course, VU Amsterdam, 2024

I helped coordinate the course “Deep Learning” at VU Amsterdam. The course objective is to introduce graduate students to basic concepts in deep learning, like: backpropagation, optimizers, standard model architectures etc.