Author of the publication

Jensen-Shannon Information Based Characterization of the Generalization Error of Learning Algorithms.

, , and . ITW, page 1-5. IEEE, (2020)

Please choose a person to relate this publication to

To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

 

Other publications of authors with the same name

Toward Minimal-Sufficiency in Regression Tasks: An Approach Based on a Variational Estimation Bottleneck., , and . MLSP, page 1-6. IEEE, (2021)Semi-supervised Learning under Self-training via $f$-Divergence., , , , and . Tiny Papers @ ICLR, OpenReview.net, (2024)KLCE: Regularized Imbalance Node-classification Via KL-divergence and Cross-Entropy., , , and . Tiny Papers @ ICLR, OpenReview.net, (2024)Characterizing the Generalization Error of Gibbs Algorithm with Symmetrized KL information., , , , and . CoRR, (2021)On the Generalization Error of Meta Learning for the Gibbs Algorithm., , , , and . ISIT, page 2488-2493. IEEE, (2023)On the Capacity of a Class of Signal-Dependent Noise Channels., , , , and . IEEE Trans. Inf. Theory, 64 (12): 7828-7846 (2018)On the capacity of level and type modulations in Molecular communication with ligand receptors., , , and . ISIT, page 1951-1955. IEEE, (2015)Generalization Error of the Tilted Empirical Risk., , , , , and . CoRR, (2024)Capacity of LTI-Poisson channel for diffusion based molecular communication., , , , and . ICC, page 1060-1065. IEEE, (2015)On the Capacity of Level and Type Modulation in Molecular Communication with Ligand Receptors., , , and . CoRR, (2015)