2026

Bounding the AI Impact Debate

Online Seminar - Cardiff University Slides

2026

An (Evidence-Based) Agentic Framework for Forecast Error Diagnosis in Global Gradient Boosted Decision Trees

International Symposium on Forecasting 2026 - Montreal, Canada Slides

2026

Bounding the Talks on AGI and Future of Humanity

QFF Lancaster panel on forecasting the impact of AGI - Online Slides

2026

From AI Research to Scalable Adoption

Lab to Launch 2026 - Brugge, Belgium Slides

2025

Time Series Forecasting (w Machine Learning)

Workshop for visiting Master Students of the Amsterdam University of Applied Sciences - Kortrijk Belgium Slides

2025

Generative AI And Its Implications in Research

Management Department Away Day - Lancaster University, UK Slides

2025

Applied Machine Learning in Practise: Insights from Real-World Predictive Analytics Case Studies

Natcor Workshop on Predictive Analytics - Lancaster, UK Slides

2025

Navigating the (Noisy) LLMs Landscape: How they Work and How to Make them Work!

Early Career Forecasters 2025 - Beijing, China Slides

2025

Integrating Smooth Capabilities into Python

Open Source Forecasting Workshop 2025 - Beijing, China Slides

2025

Probabilistic Forecasts with Global Gradient Boosted Decision Trees: Rethinking Bootstrapping with Structural Adjustments

International Symposium on Forecasting 2025 - Beijing, China Slides

2024

How AI is Applied to Reduce Food Waste

Internal Research Seminar - Kortrijk, Belgium Slides

2024

Probabilistic Forecasts for Global Models: Empirical Insights from Gradient Boosted Decision Trees

International Symposium on Forecasting 2024 - Dijon, France Slides

2024

Beyond the Hype: Exploring the use of Large Language Models (LLMs) for Researchers

Early Career Forecaster 2024 - Online Slides

2023

Applying AI in Practise

Workshop on Applied AI - Kortrijk, Belgium Slides

2023

Forecasting with Temporal Hierarchies

Short Research Workshop 2023 - Kortrijk, Belgium Slides

2023

Modern Practices in Business Forecasting: Insights From the Success Story of Gradient Boosting Decision Trees (GBDTs)

Forecasting Applied Workshop 2023 - Kortrijk, Belgium Slides

2023

A Tree-Based Framework for Student Performance Forecasting: Early Predictive Modelling and Individualized Behavioral Intervention

International Symposium on Forecasting 2023 - Charlottesville, USA Slides

2022

Forecasting Students' Exam Results Based on Online Activity and Self-Reported Self Regulation

International Symposium on Forecasting 2022 - Oxford, UK Slides

2022

A Hierarchical Machine Learning Approach for an Integrated Supply Chain with Collaborative Inventory Management

International Symposium on Inventories 2022 - Budapest, Hungary Slides

2021

Forecasting with Deep Temporal Hierarchies: Research Seminar

Internal Research Seminar - Leuven, Belgium Slides

2021

Forecasting with Deep Temporal Hierarchies

International Symposium on Forecasting 2021 - Online Slides

2021

Deep Learning Temporal Hierarchies for Interval Forecasts

International conference of AI in Finance (ICAIF) 2021 - Online Slides

2020

Estimators of Prediction Intervals for Statistical and Machine Learning Forecasts

Informs 2020 - Online Slides