AJ
Alan Jeffares
cs.LGcs.AIstat.MLcs.CLcs.CVcs.NEcs.ROq-bio.NC
On Valency
published · living versionsW_5txyfx4z·v1 · currentpublished
Preprints & journals
16 papers in the corpus · 2021–2026A Spectral Theory of Grokking: Weight Decay induces Feature Learning2609.26679v1 · Lenz Pracher, Pascal de Jong, Oskar Lieshaus et al.2026 · 0 citationsarXiv
Shieldstral2607.25857v2 · Antonia Calvi, Avinash Sooriyarachchi, Giada Pistilli et al.2026 · 0 citationsarXiv
Robostral Navigate2607.20785v3 · Abdelaziz Bounhar, Abhijeet Somani, Aditi Kabra et al.2026 · 0 citationsarXiv
Voxtral TTS2603.25551v2 · Mistral-AI: Alexander H. Liu, Alexis Tacnet, Andy Ehrenberg et al.2026 · 0 citationsarXiv
Voxtral Realtime2602.11298v3 · Mistral-AI: Alexander H. Liu, Andy Ehrenberg, Andy Lo et al.2026 · 0 citationsarXiv
Ministral 32601.08584v1 · Alexander H. Liu, Kartik Khandelwal, Sandeep Subramanian et al.2026 · 5 citationsarXiv
Not All Explanations for Deep Learning Phenomena Are Equally Valuable2506.23286v1 · Alan Jeffares, Mihaela van der Schaar2025 · 0 citationsarXiv
An Introduction to Discrete Variational Autoencoders2505.10344v1 · Alan Jeffares, Liyuan Liu2025 · 0 citationsarXiv
Deep Learning Through A Telescoping Lens: A Simple Model Provides Empirical Insights On Grokking, Gradient Boosting & Beyond2411.00247v1 · Alan Jeffares, Alicia Curth, Mihaela van der Schaar2024 · 0 citationsarXiv
Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise2406.03258v2 · Thomas Pouplin, Alan Jeffares, Nabeel Seedat et al.2024 · 1 citationarXiv
Why do Random Forests Work? Understanding Tree Ensembles as Self-Regularizing Adaptive Smoothers2402.01502v1 · Alicia Curth, Alan Jeffares, Mihaela van der Schaar2024 · 6 citationsarXiv
A U-turn on Double Descent: Rethinking Parameter Counting in Statistical Learning2310.18988v1 · Alicia Curth, Alan Jeffares, Mihaela van der Schaar2023 · 13 citationsarXiv
TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization2303.05506v1 · Alan Jeffares, Tennison Liu, Jonathan Crabb'e et al.2023 · 4 citationsarXiv
Improving Adaptive Conformal Prediction Using Self-Supervised Learning2302.12238v1 · Nabeel Seedat, Alan Jeffares, Fergus Imrie et al.2023 · 4 citationsarXiv
Joint Training of Deep Ensembles Fails Due to Learner Collusion2301.11323v2 · Alan Jeffares, Tennison Liu, Jonathan Crabb'e et al.2023 · 6 citationsarXiv
Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks2110.02865v3 · Alan Jeffares, Qinghai Guo, Pontus Stenetorp et al.2021 · 8 citationsInternational Conference on Learning Representations. https://openreview.net/forum?id=iMH1e5k7n3L (2022)
Career total: 18 works. 16 are in this corpus.
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