Alan Jeffares

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Structured Sparsity

Statistical Learning

Top Venues

Publications

Alicia Curth, Alan Jeffares, Mihaela van der Schaar
Why do Random Forests Work? Understanding Tree Ensembles as Self-Regularizing Adaptive Smoothers. CoRR (2024)
Thomas Pouplin, Alan Jeffares, Nabeel Seedat, Mihaela van der Schaar
Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise. CoRR (2024)
Alicia Curth, Alan Jeffares, Mihaela van der Schaar
A U-turn on Double Descent: Rethinking Parameter Counting in Statistical Learning. CoRR (2023)
Alicia Curth, Alan Jeffares, Mihaela van der Schaar
A U-turn on Double Descent: Rethinking Parameter Counting in Statistical Learning. NeurIPS (2023)
Alan Jeffares, Tennison Liu, Jonathan Crabbé, Mihaela van der Schaar
Joint Training of Deep Ensembles Fails Due to Learner Collusion. NeurIPS (2023)
Alan Jeffares, Tennison Liu, Jonathan Crabbé, Fergus Imrie, Mihaela van der Schaar
TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization. ICLR (2023)
Alan Jeffares, Tennison Liu, Jonathan Crabbé, Mihaela van der Schaar
Joint Training of Deep Ensembles Fails Due to Learner Collusion. CoRR (2023)
Nabeel Seedat, Alan Jeffares, Fergus Imrie, Mihaela van der Schaar
Improving Adaptive Conformal Prediction Using Self-Supervised Learning. CoRR (2023)
Alan Jeffares, Tennison Liu, Jonathan Crabbé, Fergus Imrie, Mihaela van der Schaar
TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization. CoRR (2023)
Nabeel Seedat, Alan Jeffares, Fergus Imrie, Mihaela van der Schaar
Improving Adaptive Conformal Prediction Using Self-Supervised Learning. AISTATS (2023)
Alan Jeffares, Qinghai Guo, Pontus Stenetorp, Timoleon Moraitis
Spike-inspired rank coding for fast and accurate recurrent neural networks. ICLR (2022)
Alan Jeffares, Qinghai Guo, Pontus Stenetorp, Timoleon Moraitis
Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks. CoRR (2021)