Objective classification of galaxy spectra using the information bottleneck method von Slonim, Noam, Somerville, Rachel, Tishby, Naftali, Lahav, Ofer

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Statistical mechanics of learning from examples von SEUNG, H. S, SOMPOLINSKY, H

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Predictability, Complexity, and Learning von Bialek, William, Nemenman, Ilya, Tishby, Naftali

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Cortical Activity Flips Among Quasi-Stationary States von Abeles, Moshe, Bergman, Hagai, Gat, Itay, Meilijson, Isaac, Seidemann, Eyal, Tishby, Naftali, Vaadia, Eilon

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The Hierarchical Hidden Markov Model: Analysis and Applications von Fine, Shai, Singer, Yoram, Tishby, Naftali

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A statistical approach to learning and generalization in layered neural networks von Levin, E., Tishby, N., Solla, S.A.

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Selective Sampling Using the Query by Committee Algorithm von Freund, Yoav, Seung, H Sebastian, Shamir, Eli, Tishby, Naftali

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Learning from examples in large neural networks von Sompolinsky, H, Tishby, N, Seung, HS

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Stochastic Computing with Biomolecular Automata von Adar, Rivka, Benenson, Yaakov, Linshiz, Gregory, Rosner, Amit, Tishby, Naftali, Shapiro, Ehud, Karp, Richard M.

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Effective Model Representation by Information Bottleneck Principle von Hecht, R. M., Noor, E., Dobry, G., Zigel, Y., Bar-Hillel, A., Tishby, N.

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An Information Theoretic Tradeoff between Complexity and Accuracy von Gilad-Bachrach, Ran, Navot, Amir, Tishby, Naftali

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Dynamical encoding of cursive handwriting von SINGER, Y, TISHBY, N

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ProMateus--an open research approach to protein-binding sites analysis von Neuvirth, Hani, Heinemann, Uri, Birnbaum, David, Tishby, Naftali, Schreiber, Gideon

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Complexity through nonextensivity von Bialek, William, Nemenman, Ilya, Tishby, Naftali

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Efficient exact p-value computation for small sample, sparse, and surprising categorical data von Bejerano, Gill, Friedman, Nir, Tishby, Naftali

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Learning in a Two-Layer Neural Network of Edge Detectors von Sompolinsky, H, Tishby, N

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Consistent inference of probabilities for reproducible experiments von TIKOCHINSKY, Y, TISHBY, N. Z, LEVINE, R. D

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On the Learnability and Usage of Acyclic Probabilistic Finite Automata von Ron, Dana, Singer, Yoram, Tishby, Naftali

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Global self-organization of all known protein sequences reveals inherent biological signatures von Linial, M, Linial, N, Tishby, N, Yona, G

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Analysis of sound textures in musical and machine sounds by means of higher order statistical features von Dubnov, S., Tishby, N.

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