Concepedia

Alex Holub

AH

11

Publications

3.1K

Citations

11

H-Index

2001

Active since

Affiliations

California Institute of Technology(Current)

University of California, Irvine

Alex Holub is an author at California Institute of Technology specializing in engineering, data science, and pattern recognition.

Top concepts

EngineeringData ScienceMachine LearningPattern RecognitionImage AnalysisMachine VisionComputer VisionComputer ScienceDeep LearningObject Recognition

Publications per year

2001–2008

11

Publications

11

Caltech-256 Object Category Dataset

G. S. Griffin, Alex Holub, Pietro Perona · CaltechAUTHORS (California Institute of Technology) · 2007 · 2.4K citations

Entropy-based active learning for object recognition

Alex Holub, Pietro Perona, Michael C. Burl · 2008 · 247 citations

Artificial Intelligence, Multiple Instance Learning, Engineering +19

The rate adapting poisson model for information retrieval and object recognition

Peter Gehler, Alex Holub, Max Welling · 2006 · 100 citations

Artificial Intelligence, Rate Adapting Poisson, Discrete Pca +26

Combining generative models and Fisher kernels for object recognition

Alex Holub, Max Welling, Pietro Perona · 2005 · 90 citations

Object Categorization, Image Classification, Machine Vision +15

Computational modeling of retinotopic map development to define contributions of EphA‐ephrinA gradients, axon‐axon interactions, and patterned activity

Paul Yates, Alex Holub, Todd McLaughlin et al. · Journal of Neurobiology · 2004 · 78 citations · Full text

Retinal Ganglion Cell, Epha‐ephrina Gradients, Optogenetics +16

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