Gwen Legate

According to our database, Gwen Legate authored at least 5 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

LLM Pretraining Shapes a Generalizable Manifold: Insights into Cross-Modal Transfer to Time Series.

Alexis Roger, Prateek Humane, Zhenghan Tai, Gwen Legate, Andrei Mircea, Vasilii Feofanov, Irina Rish

CoRR, May, 2026

2025

Small Vocabularies, Big Gains: Pretraining and Tokenization in Time Series Models.

Alexis Roger, Gwen Legate, Kashif Rasul, Yuriy Nevmyvaka, Irina Rish

CoRR, November, 2025

Warming Up for Zeroth-Order Federated Pre-Training with Low Resource Clients.

Gwen Legate, Irina Rish, Eugene Belilovsky

CoRR, September, 2025

2023

Guiding The Last Layer in Federated Learning with Pre-Trained Models.

Gwen Legate, Nicolas Bernier, Lucas Page-Caccia, Edouard Oyallon, Eugene Belilovsky

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Re-Weighted Softmax Cross-Entropy to Control Forgetting in Federated Learning.

Gwen Legate, Lucas Caccia, Eugene Belilovsky

Proceedings of the Conference on Lifelong Learning Agents, 2023