Estimation of entropy and mutual information
Neural Computation
Attack detection in time series for recommender systems
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Approximating entropy from sublinear samples
SODA '07 Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms
Ranking Categorical Features Using Generalization Properties
The Journal of Machine Learning Research
Learning and Generalization with the Information Bottleneck
ALT '08 Proceedings of the 19th international conference on Algorithmic Learning Theory
Information in the nonstationary case
Neural Computation
On convergence properties of Shannon entropy
Problems of Information Transmission
Prediction by categorical features: generalization properties and application to feature ranking
COLT'07 Proceedings of the 20th annual conference on Learning theory
Learning and generalization with the information bottleneck
Theoretical Computer Science
Entropy-based traffic filtering to support real-time Skype detection
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference
Anthropic correction of information estimates and its application to neural coding
IEEE Transactions on Information Theory - Special issue on information theory in molecular biology and neuroscience
Time series analysis of hybrid neurophysiological data and application of mutual information
Journal of Computational Neuroscience
On information divergence measures and a unified typicality
IEEE Transactions on Information Theory
The interplay between entropy and variational distance
IEEE Transactions on Information Theory
Entropy estimation in turing's perspective
Neural Computation
Identifying anomalous signals in GPS data using HMMs: An increased likelihood of earthquakes?
Computational Statistics & Data Analysis
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