Daniel Beaglehole

Publication Activity (10 Years)

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

Top Topics

Kernel Ridge Regression

Regression Algorithm

Top Venues

SIAM J. Math. Data Sci.

Publications

Daniel Beaglehole, Ioannis Mitliagkas, Atish Agarwala
Gradient descent induces alignment between weights and the empirical NTK for deep non-linear networks. CoRR (2024)
Neil Mallinar, Daniel Beaglehole, Libin Zhu, Adityanarayanan Radhakrishnan, Parthe Pandit, Mikhail Belkin
Emergence in non-neural models: grokking modular arithmetic via average gradient outer product. CoRR (2024)
Thomas Valles, Daniel Beaglehole
Fast, optimal, and dynamic electoral campaign budgeting by a generalized Colonel Blotto game. CoRR (2024)
Daniel Beaglehole, Peter Súkeník, Marco Mondelli, Mikhail Belkin
Average gradient outer product as a mechanism for deep neural collapse. CoRR (2024)
Daniel Beaglehole, Max Hopkins, Daniel Kane, Sihan Liu, Shachar Lovett
Sampling Equilibria: Fast No-Regret Learning in Structured Games. SODA (2023)
Daniel Beaglehole, Adityanarayanan Radhakrishnan, Parthe Pandit, Mikhail Belkin
Mechanism of feature learning in convolutional neural networks. CoRR (2023)
Daniel Beaglehole, Mikhail Belkin, Parthe Pandit
On the Inconsistency of Kernel Ridgeless Regression in Fixed Dimensions. SIAM J. Math. Data Sci. 5 (4) (2023)
Adityanarayanan Radhakrishnan, Daniel Beaglehole, Parthe Pandit, Mikhail Belkin
Feature learning in neural networks and kernel machines that recursively learn features. CoRR (2022)
Daniel Beaglehole
An Efficient Approximation Algorithm for the Colonel Blotto Game. CoRR (2022)
Alexandr Andoni, Daniel Beaglehole
Learning to Hash Robustly, Guaranteed. ICML (2022)
Daniel Beaglehole, Mikhail Belkin, Parthe Pandit
Kernel Ridgeless Regression is Inconsistent for Low Dimensions. CoRR (2022)
Alexandr Andoni, Daniel Beaglehole
Learning to Hash Robustly, with Guarantees. CoRR (2021)