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Alan Jeffares
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 11
Top Topics
Tree Ensembles
Recurrent Neural Networks
Structured Sparsity
Statistical Learning
Top Venues
CoRR
ICLR
NeurIPS
AISTATS
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Publications
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Alicia Curth
,
Alan Jeffares
,
Mihaela van der Schaar
Why do Random Forests Work? Understanding Tree Ensembles as Self-Regularizing Adaptive Smoothers.
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)