Nina van Tiel

PhD student, EPFL - EPF Lausanne

Joined

May 2023

Names

Nina van Tiel (Preferred)

Emails

****@epfl.ch (Confirmed)

Personal Links

Career & Education History

PhD student

EPFL - EPF Lausanne (epfl.ch)

2022 – Present

MS student

ETHZ - ETH Zurich (ethz.ch)

2017 – 2020

Undergrad student

EPFL - EPF Lausanne (epfl.ch)

2013 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

MaskSDM with Shapley values to improve flexibility, robustness and explainability in species distribution modelling
Robin Zbinden, Nina van Tiel, Gencer Sumbul, Chiara Vanalli, Benjamin Kellenberger, Devis Tuia
- Methods in Ecology and Evolution
- Readers: Everyone
MIAM: Modality Imbalance-Aware Masking for Multimodal Ecological Applications
Robin Zbinden, Wesley Monteith-Finas, Gencer Sumbul, Nina van Tiel, Chiara Vanalli, Devis Tuia
- ICLR 2026 Poster
- Readers: Everyone
On the Selection and Effectiveness of Pseudo-Absences for Species Distribution Modeling with Deep Learning
Robin Zbinden, Nina van Tiel, Benjamin Kellenberger, Lloyd Hughes, Devis Tuia
- Ecological informatics
- Readers: Everyone

Co-Authors