NM
Neil Mallinar
cs.LGstat.MLcs.AIcs.CLcs.CVastro-ph.GAcs.HCcs.SDeess.ASmath.CO
On Valency
published · living versionsW_5txyfx4z·v1 · currentpublished
Preprints & journals
13 papers in the corpus · 2017–2025A scalable framework for evaluating health language models.41760912 · Mallinar, Neil, Heydari, A Ali, Liu, Xin et al.2026 · 9 citationsNPJ digital medicine. 2026;9(1)
The Features at Convergence Theorem: a first-principles alternative to the Neural Feature Ansatz for how networks learn representations2507.05644v2 · Enric Boix-Adsera, Neil Mallinar, James B. Simon et al.2025 · 0 citationsarXiv
Eigenvectors of the De Bruijn Graph Laplacian: A Natural Basis for the Cut and Cycle Space2410.07622v1 · Anthony Philippakis, Neil Mallinar, Parthe Pandit et al.2024 · 0 citationsarXiv
Emergence in non-neural models: grokking modular arithmetic via average gradient outer product2407.20199v3 · Neil Mallinar, Daniel Beaglehole, Libin Zhu et al.2024 · 1 citationarXiv
Minimum-Norm Interpolation Under Covariate Shift2404.00522v2 · Neil Mallinar, Austin Zane, Spencer Frei et al.2024 · 0 citationsarXiv
The Calibration Generalization Gap2210.01964v2 · A. Michael Carrell, Neil Mallinar, James Lucas et al.2022 · 5 citationsarXiv
Benign, Tempered, or Catastrophic: A Taxonomy of Overfitting2207.06569v3 · Neil Mallinar, James B. Simon, Amirhesam Abedsoltan et al.2022 · 3 citationsarXiv
Iterative Data Programming for Expanding Text Classification Corpora2002.01412v1 · Neil Mallinar, Abhishek Shah, Tin Kam Ho et al.2020 · 5 citationsarXiv
Multi-Frame Cross-Entropy Training for Convolutional Neural Networks in Speech Recognition1907.13121v1 · Tom Sercu, Neil Mallinar2019 · 0 citationsarXiv
Bootstrapping Conversational Agents With Weak Supervision1812.06176v1 · Neil Mallinar, Abhishek Shah, Rajendra Ugrani et al.2018 · 17 citationsarXiv
Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition1807.03848v3 · Chun-Fu Chen, Quanfu Fan, Neil Mallinar et al.2018 · 89 citationsarXiv
Deep Canonically Correlated LSTMs1801.05407v1 · Neil Mallinar, Corbin Rosset2018 · 15 citationsarXiv
Probabilistic Cross-Identification of Galaxies with Realistic Clustering1706.09546v1 · Neil Mallinar, Tamas Budavari, Gerard Lemson2017 · 3 citationsarXiv
Career total: 15 works. 13 are in this corpus.
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