Alan Jeffares

According to our database, Alan Jeffares authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

Why do Random Forests Work? Understanding Tree Ensembles as Self-Regularizing Adaptive Smoothers.

Alicia Curth, Alan Jeffares, Mihaela van der Schaar

CoRR, 2024

2023

Joint Training of Deep Ensembles Fails Due to Learner Collusion.

Alan Jeffares, Tennison Liu, Jonathan Crabbé, Mihaela van der Schaar

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

A U-turn on Double Descent: Rethinking Parameter Counting in Statistical Learning.

Alicia Curth, Alan Jeffares, Mihaela van der Schaar

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

TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization.

Alan Jeffares, Tennison Liu, Jonathan Crabbé, Fergus Imrie, Mihaela van der Schaar

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Improving Adaptive Conformal Prediction Using Self-Supervised Learning.

Nabeel Seedat, Alan Jeffares, Fergus Imrie, Mihaela van der Schaar

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Spike-inspired rank coding for fast and accurate recurrent neural networks.

Alan Jeffares, Qinghai Guo, Pontus Stenetorp, Timoleon Moraitis

Proceedings of the Tenth International Conference on Learning Representations, 2022