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Alan Jeffares
Alan Jeffares
University of Cambridge
Geverifieerd e-mailadres voor cam.ac.uk - Homepage
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Spike-inspired rank coding for fast and accurate recurrent neural networks
A Jeffares, Q Guo, P Stenetorp, T Moraitis
International Conference on Learning Representations (ICLR), 2022
142022
TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization
A Jeffares, T Liu, J Crabbé, F Imrie, M van der Schaar
International Conference on Learning Representations (ICLR), 2023
112023
A U-turn on Double Descent: Rethinking Parameter Counting in Statistical Learning
A Curth*, A Jeffares*, M van der Schaar
Neural Information Processing Systems (NeurIPS), 2023
62023
Joint Training of Deep Ensembles Fails Due to Learner Collusion
A Jeffares, T Liu, J Crabbé, M van der Schaar
Neural Information Processing Systems (NeurIPS), 2023
52023
Improving adaptive conformal prediction using self-supervised learning
N Seedat*, A Jeffares*, F Imrie, M van der Schaar
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2023
42023
Why do Random Forests Work? Understanding Tree Ensembles as Self-Regularizing Adaptive Smoothers
A Curth, A Jeffares, M van der Schaar
arXiv preprint arXiv:2402.01502, 2024
12024
Quantile-Free Regression: A Flexible Alternative to Quantile Regression
T Pouplin, A Jeffares, N Seedat, M van der Schaar
2023
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Artikelen 1–7