Yan Karklin

According to our database, Yan Karklin authored at least 8 papers between 2002 and 2017.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2017

T-SKIRT: Online Estimation of Student Proficiency in an Adaptive Learning System.

Chaitanya Ekanadham, Yan Karklin

CoRR, 2017

2016

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

Kevin H. Wilson, Yan Karklin, Bojian Han, Chaitanya Ekanadham

Proceedings of the 9th International Conference on Educational Data Mining, 2016

2012

Hierarchical spike coding of sound.

Yan Karklin, Chaitanya Ekanadham, Eero P. Simoncelli

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2011

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

Yan Karklin, Eero P. Simoncelli

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2005

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

Yan Karklin, Michael S. Lewicki

Neural Comput., 2005

Classification of Non-Coding RNA Using Graph Representations of Secondary Structure.

Yan Karklin, Richard F. Meraz, Stephen R. Holbrook

Proceedings of the Biocomputing 2005, 2005

Is Early Vision Optimized for Extracting Higher-order Dependencies?

Yan Karklin, Michael S. Lewicki

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

2002

A Model for Learning Variance Components of Natural Images.

Yan Karklin, Michael S. Lewicki

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002