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Alex H. Treacher
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 2
Top Topics
Optimization Method
Loss Function
Sparse Metric Learning
Learning Models
Top Venues
CoRR
IEEE Trans. Pattern Anal. Mach. Intell.
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Publications
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Kevin P. Nguyen
,
Alex H. Treacher
,
Albert Montillo
Adversarially-Regularized Mixed Effects Deep Learning (ARMED) Models Improve Interpretability, Performance, and Generalization on Clustered (non-iid) Data.
IEEE Trans. Pattern Anal. Mach. Intell.
45 (7) (2023)
Alex H. Treacher
,
Albert Montillo
DC and SA: Robust and Efficient Hyperparameter Optimization of Multi-subnetwork Deep Learning Models.
CoRR
(2022)