Yahya AalailaYahya Aalaila

Machine learning researcher

DFKI · Data Science and its Applications

Kaiserslautern, Germany

Teaching & talks

Courses, student projects, and research presentations.

Teaching

At UM6P’s College of Computing, I worked as a teaching assistant with Professor Diego Peluffo for the following courses.

  • Advanced Topics and Seminars in Data Science: Time Series

  • Deep Learning for Time Series Forecasting: An Introduction

  • Introduction to Digital Signal Processing

Student supervision

  • Data-Driven Landslide Nowcasting Across Europe using Point Processes

    Ongoing co-supervision, with regular research guidance on the project.

Previously, at UM6P, I co-supervised student mini-projects and one final-year project. I plan to take on more students and welcome inquiries about event modeling and point-process projects.

Talks

I presented “Developments on Support Vector Machines for Multiple-Expert Learning” at the following events.

  • WOMIS’ club · Universidad Internacional del Ecuador

    Keynote presentation.

  • Intelligent Data Engineering and Automated Learning (IDEAL)

    Conference presentation.

  • Applied Machine Learning Seminars · UM6P

    Research seminar.

Posters

  • Seahorse · NeurIPS Evaluations & Datasets

    Poster presentation in preparation.

  • When Context Compensates for Sparse Event History

    AlphaEarth for Spatio-Temporal Point-Process Forecasting. Poster at the IJCAI-ECAI STRL workshop.

  • Generalized formulation for unsupervised and semi-supervised spectral-based clustering

  • Generalized kernel-based formulations for Exploratory Data Analysis