Concepedia

Yan Karklin

YK

Statistics

Publications

8

Citations

715

H-Index

8

Active since

2003

Affiliations

Center for the Neural Basis of Cognition(Current)

Carnegie Mellon University

Yan Karklin is an author at Center for the Neural Basis of Cognition specializing in engineering, medical image computing, and machine vision.

Top concepts

EngineeringMedical Image ComputingDeep LearningImage AnalysisMachine VisionComputer VisionComputer ScienceStatisticsData SciencePattern Recognition

Publications per year

2003–2017

8

Publications

8

Emergence of complex cell properties by learning to generalize in natural scenes

Yan Karklin, Michael S. Lewicki · Nature · 2008 · 223 citations

Biology, Geometric Learning, Pattern Formation +13

A Hierarchical Bayesian Model for Learning Nonlinear Statistical Regularities in Nonstationary Natural Signals

Yan Karklin, Michael S. Lewicki · Neural Computation · 2005 · 159 citations

Engineering, Machine Learning, Statistical Signal Processing +18

Learning higher-order structures in natural images

Yan Karklin, Michael S. Lewicki · Network Computation in Neural Systems · 2003 · 114 citations

Geometric Learning, Image Classification, Machine Vision +14

Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons.

Yan Karklin, Eero P. Simoncelli · PubMed · 2011 · 94 citations · Full text

Engineering, Neural Recoding, Social Sciences +16

Back to the Basics: Bayesian extensions of IRT outperform neural networks for proficiency estimation

Kevin H. Wilson, Yan Karklin, Bojian Han et al. · arXiv (Cornell University) · 2016 · 64 citations · Full text

Bayesian Statistic, Llm Fine-tuning, Engineering +25

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