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Laura Toni

Associate Professor, University College London

2 papers at NeurIPS 2025

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Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Effects of Dropout on Performance in Long-range Graph Learning Tasks
#3807 · Jasraj Singh, Keyue Jiang, Brooks Paige, Laura Toni

We present the shortcomings of existing dropout-based methods in modeling long-range tasks.

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
NAVIX: Scaling MiniGrid Environments with JAX
#213 · Eduardo Pignatelli, Jarek Luca Liesen, Robert Tjarko Lange, Chris Lu, Pablo Samuel Castro, Laura Toni

A complete reimplementation of MiniGrid environments with JAX unlocking 160,000x faster experimentation