Sonia Sehra

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 5

Top Topics

Relative Entropy

Learning Algorithm

Information Bottleneck

Top Venues

Australasian Conference on Artificial Intelligence

Publications

Sonia Sehra, David Flores, George D. Montañez
Undecidability of Underfitting in Learning Algorithms. CoRR (2021)
Pedro Sandoval Segura, Julius Lauw, Daniel Bashir, Kinjal Shah, Sonia Sehra, Dominique Macias, George D. Montañez
The Labeling Distribution Matrix (LDM): A Tool for Estimating Machine Learning Algorithm Capacity. ICAART (2) (2020)
Daniel Bashir, George D. Montañez, Sonia Sehra, Pedro Sandoval Segura, Julius Lauw
An Information-Theoretic Perspective on Overfitting and Underfitting. Australasian Conference on Artificial Intelligence (2020)
Daniel Bashir, George D. Montañez, Sonia Sehra, Pedro Sandoval Segura, Julius Lauw
An Information-Theoretic Perspective on Overfitting and Underfitting. CoRR (2020)
Pedro Sandoval Segura, Julius Lauw, Daniel Bashir, Kinjal Shah, Sonia Sehra, Dominique Macias, George D. Montañez
The Labeling Distribution Matrix (LDM): A Tool for Estimating Machine Learning Algorithm Capacity. CoRR (2019)