Yan Karklin

Publication Activity (10 Years)

Years Active: 2002-2017
Publications (10 Years): 3

Top Topics

Item Response Theory

Neural Network Model

Multilayer Perceptron

Adaptive Learning

Top Venues

Publications

Chaitanya Ekanadham, Yan Karklin
T-SKIRT: Online Estimation of Student Proficiency in an Adaptive Learning System. CoRR (2017)
Kevin H. Wilson, Yan Karklin, Bojian Han, Chaitanya Ekanadham
Back to the basics: Bayesian extensions of IRT outperform neural networks for proficiency estimation. EDM (2016)
Kevin H. Wilson, Yan Karklin, Bojian Han, Chaitanya Ekanadham
Back to the Basics: Bayesian extensions of IRT outperform neural networks for proficiency estimation. CoRR (2016)
Yan Karklin, Chaitanya Ekanadham, Eero P. Simoncelli
Hierarchical spike coding of sound. NIPS (2012)
Yan Karklin, Eero P. Simoncelli
Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons. NIPS (2011)
Yan Karklin, Richard F. Meraz, Stephen R. Holbrook
Classification of Non-Coding RNA Using Graph Representations of Secondary Structure. Pacific Symposium on Biocomputing (2005)
Yan Karklin, Michael S. Lewicki
Is Early Vision Optimized for Extracting Higher-order Dependencies? NIPS (2005)
Yan Karklin, Michael S. Lewicki
A Hierarchical Bayesian Model for Learning Nonlinear Statistical Regularities in Nonstationary Natural Signals. Neural Comput. 17 (2) (2005)
Yan Karklin, Michael S. Lewicki
A Model for Learning Variance Components of Natural Images. NIPS (2002)