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Disambiguation of "Aminian, Gholamali"

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Mean-field Analysis of Generalization Errors.

, , and . CoRR, (2023)

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Gholamali Houshfar

Gholamali Rasekhi

Gholamali Peiwast

Gholamali Tariverdian

Gholamali Dehghani

 

Other publications of authors with the same name

Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm., , , , and . CoRR, (2021)Toward Minimal-Sufficiency in Regression Tasks: An Approach Based on a Variational Estimation Bottleneck., , and . MLSP, page 1-6. IEEE, (2021)Learning Algorithm Generalization Error Bounds via Auxiliary Distributions., , , and . IEEE J. Sel. Areas Inf. Theory, (2024)Jensen-Shannon Information Based Characterization of the Generalization Error of Learning Algorithms., , and . ITW, page 1-5. IEEE, (2020)Information-Theoretic Bounds on the Moments of the Generalization Error of Learning Algorithms., , and . ISIT, page 682-687. IEEE, (2021)On Neural Networks Fitting, Compression, and Generalization Behavior via Information-Bottleneck-like Approaches., , and . Entropy, 25 (7): 1063 (July 2023)An Exact Characterization of the Generalization Error for the Gibbs Algorithm., , , , and . NeurIPS, page 8106-8118. (2021)How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm?, , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 8494-8520. PMLR, (2023)On the capacity of signal dependent noise channels., , , , and . IWCIT, page 1-6. IEEE, (2017)Information-theoretic Characterizations of Generalization Error for the Gibbs Algorithm., , , , and . CoRR, (2022)