Concepedia

Elnaz Barshan

EB

Statistics

Publications

5

Citations

424

H-Index

5

Active since

2010

Affiliations

University of Waterloo(Current)

Elnaz Barshan is an author at University of Waterloo specializing in computing, computer science, and machine learning.

Publications per year

2010–2020

5

Publications

5

Supervised principal component analysis: Visualization, classification and regression on subspaces and submanifolds

Elnaz Barshan, Ali Ghodsi, Zohreh Azimifar et al. · Pattern Recognition · 2010 · 347 citations

Computing, Computer Science, Visualization +11

RelatIF: Identifying Explanatory Training Samples via Relative Influence

Elnaz Barshan, Marc-Etienne Brunet, Gintare Karolina Dziugaite · International Conference on Artificial Intelligence and Statistics · 2020 · 33 citations

Computing, Data Science, Data Mining +10

Stage-wise Training: An Improved Feature Learning Strategy for Deep Models

Elnaz Barshan, Paul Fieguth · Neural Information Processing Systems · 2015 · 22 citations

Computing, Computer Science, Artificial Intelligence +12

Evolution in Groups: A deeper look at synaptic cluster driven evolution of deep neural networks

Mohammad Javad Shafiee, Elnaz Barshan, Alexander Wong · arXiv (Cornell University) · 2017 · 12 citations · Full text

Computing, Computer Science, Directed Evolution +14

RelatIF: Identifying Explanatory Training Examples via Relative Influence

Elnaz Barshan, Marc-Etienne Brunet, Gintare Karolina Dziugaite · arXiv (Cornell University) · 2020 · 10 citations · Full text

Computing, Computer Science, Data Mining +7

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