Concepedia

Benyamin Ghojogh

BG

24

Publications

724

Citations

16

H-Index

2017

Active since

Affiliations

University of Waterloo(Current)

Sharif University of Technology

Benyamin Ghojogh is an author at University of Waterloo specializing in engineering, pattern recognition, and data science.

Top concepts

EngineeringData SciencePattern RecognitionComputer ScienceMachine LearningImage AnalysisBiometricsComputer VisionDimensionality ReductionData Mining

Publications per year

2017–2023

24

Publications

24

Linear and Quadratic Discriminant Analysis: Tutorial

Benyamin Ghojogh, Mark Crowley · arXiv (Cornell University) · 2019 · 83 citations · Full text

Linear Discriminant Analysis, Data Classification, Classification Method +15

Attention Mechanism, Transformers, BERT, and GPT: Tutorial and Survey

Benyamin Ghojogh, Ali Ghodsi · 2020 · 76 citations · Full text

Llm Fine-tuning, Engineering, Large Language Model +17

The Theory Behind Overfitting, Cross Validation, Regularization, Bagging, and Boosting: Tutorial

Benyamin Ghojogh, Mark Crowley · arXiv (Cornell University) · 2019 · 73 citations · Full text

Engineering, Machine Learning, Generalization Error +22

Eigenvalue and Generalized Eigenvalue Problems: Tutorial

Benyamin Ghojogh, Fakhri Karray, Mark Crowley · arXiv (Cornell University) · 2019 · 46 citations · Full text

Spectral Theory, Data Classification, Engineering +15

Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review

Benyamin Ghojogh, Maria N. Samad, Sayema Asif Mashhadi et al. · arXiv (Cornell University) · 2019 · 44 citations · Full text

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