Search Machine Learning Repository:
All publications by Alon Orlitsky
authors venues years



Competitive Distribution Estimation: Why is Good-Turing Good
Alon Orlitsky and Ananda T. Suresh
Advances in Neural Information Processing Systems 28, 2015


Near-Optimal-Sample Estimators for Spherical Gaussian Mixtures
Ananda T. Suresh, Alon Orlitsky, Jayadev Acharya and Ashkan Jafarpour
Advances in Neural Information Processing Systems 27, 2014


Tight Bounds on Profile Redundancy and Distinguishability
Jayadev Acharya, Hirakendu Das and Alon Orlitsky
Advances in Neural Information Processing Systems 25, 2012


Supervised dimensionality reduction using mixture models
Sajama Sajama and Alon Orlitsky
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Estimating and computing density based distance metrics
Sajama Sajama and Alon Orlitsky
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Semi-parametric Exponential Family PCA
Sajama Sajama and Alon Orlitsky
Advances in Neural Information Processing Systems 17, 2004


Discriminative Gaussian Mixture Models: A Comparison with Kernel Classifiers
Aldebaro Klautau, Nikola Jevtic and Alon Orlitsky
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003


On Nearest-Neighbor Error-Correcting Output Codes with Application to All-Pairs Multiclass Support Vector Machines
Aldebaro Klautau, Nikola Jevtic and Alon Orlitsky
Journal of Machine Learning Research, 2003