Feature Hashing for Large Scale Multitask Learning Kilian Weinberger Anirban Dasgupta John Langford Alex Smola

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Latent LSTM Allocation Joint Clustering and Non-Linear Dynamic Modeling of Sequential Data Manzil Zaheer 1 Amr Ahmed 2 Alexander J Smola 1 Abstract

Source URL: manzil.ml

MLSS 2014 – Welcome! J. Zico Kolter and Alex Smola July 7, 2014

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D:/working/Report/Papers/SIGIR2010/workshop/camera-ready/sigir2010-camera-ready.dvi

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Anlagefehler, die selbst professionellen Multi-Asset Strategien © Peter Smola / www.pixelio.de Finanzberatern unterlaufen

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Operators Linear Operator Generalization of matrix. We map from one Banach space into another. Norm and eigenvalues/eigenvectors are defined as with matrices. We use A : F → G. A Matrix — Operator Dictionary Transpos

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Deep Networks Jin Sun * Some figures are from Andrew Ng’s cs294a course notes. * Some figures are from Alex Krizhevsky’s ImageNet paper.

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Multiple Domain User Personalization Yucheng Low Deepak Agarwal Alexander J. Smola

Source URL: select.cs.cmu.edu

• Statistical natural language processing
• Latent Dirichlet allocation
• Topic model
• Dirichlet distribution
• Apache Spark
• Collaborative filtering
• Dirichlet-multinomial distribution

Spectral Methods for the Hierarchical Dirichlet Process Hsiao-Yu Fish Tung, Chao-Yuan Wu, Manzil Zaheer, Alexander J. Smola Machine Learning Department Carnegie Mellon University 5000 Forbes Ave, Pittsburgh, PA 15213

Source URL: www.manzil.ml

An Introduction to Machine Learning L3: Perceptron and Kernels Alexander J. Smola Statistical Machine Learning Program Canberra, ACT 0200 Australia

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