R salakhutdinov phd thesis

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B. M. Lake, R. Salakhutdinov, and J. B. Tenenbaum. Concept learning as motor program induction: A large-scale empirical study. In Proceedings of the 34th Annual Conference of …

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Low-shot Visual Recognition by Shrinking and Hallucinating

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This paper presents a novel model for multimodal learning based on gated neural networks. The Gated Multimodal Unit (GMU) model is intended to be used as an internal unit in a neural network architecture whose purpose is to find an intermediate representation based on a combination of data from different modalities. The GMU learns to decide how modalities influence the activation of the unit

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2 Brenden M Lake Ruslan R Salakhutdinov and Josh Tenenbaum One shot learning by from BUSINESS A 101 at Vancouver Island University

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Proximal Algorithms | Foundations and Trends in Optimization

PhD thesis, University of Toronto, 2015. [5] Lake, Brenden M, Salakhutdinov, Ruslan R, and Tenenbaum, Josh. One-shot learning by inverting a compositional causal process. In Advances in neural information processing systems, pp. 2526–2534, 2013.

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Video Question Answering with Spatio-Temporal Reasoning

6/2/2013 · A couple others (all in the lineage of Michael Jordan of course ;) ) * David Blei's Probabilistic Models of Text and Images: In this paper Blei introduces the usage of the Dirichlet process as a (viable) Bayesian model for inferring mixture

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Wilson, D.R. & Martinez, T.R. (1996). Heterogeneous radial basis function networks. Heterogeneous radial basis function networks. Proceedings of the International Conference …

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Phd thesis proposal in hrm - I Help to Study

PhD thesis, University of Toronto, 2015. [5] Lake, Brenden M, Salakhutdinov, Ruslan R, and Tenenbaum, Josh. One-shot learning by inverting a compositional causal process. In Advances in neural information processing systems, pp. 2526–2534, 2013.

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Deep Kernel Learning | DeepAI

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R gives the dimensionality of the projected subspace. The N d × N d kernel matrix for drug compounds is denoted by K d, where the columns of K d by k d,i. The N d × R matrix of corresponding projection parameters a d,s i and their priors λ d,s i are denoted by A d and Λ d, respectively, where the columns of A d and Λ d by a d,s and λ d,s.

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‪Behnam Neyshabur‬ - ‪Google Scholar‬

Ruslan Salakhutdinov received his PhD in machine learning from the University of Toronto in 2009. After spending two post-doctoral years at the Massachusetts Institute of Technology Artificial Intelligence Lab, he joined the University of Toronto as an Assistant Professor in the Departments of Statistics and Computer Science. Dr.

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