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Carnegie Learning
Results: 541

#	Item
51	Gaussian LDA for Topic Models with Word Embeddings Rajarshi Das* , Manzil Zaheer* , Chris Dyer School of Computer Science Carnegie Mellon University Pittsburgh, PA, 15213, USA {rajarshd, manzilz, cdyer} @cs.cmu.edu Add to Reading List Source URL: manzil.ml Language: English - Date: 2016-01-03 02:26:26 Statistics Statistical natural language processing Machine learning Probability Latent Dirichlet allocation Topic model Latent semantic analysis Word2vec Semantic similarity Vector space model Word embedding Gibbs sampling
52	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 Add to Reading List Source URL: manzil.ml Language: English - Date: 2016-01-03 02:26:58 Multilinear algebra Tensors Differential geometry Binary operations Metric tensor Higher-order singular value decomposition
53	First-Order Mixed Integer Linear Programming Geoffrey J. Gordon Machine Learning Department Carnegie Mellon University Pittsburgh, PA 15213 Add to Reading List Source URL: select.cs.cmu.edu Language: English - Date: 2009-10-20 18:53:39 Logic Mathematical logic Abstraction Automated theorem proving Model theory Predicate logic Semantics Boolean algebra Resolution Cutting-plane method First-order logic Propositional calculus
54	Linear Submodular Bandits and their Application to Diversified Retrieval Carlos Guestrin Machine Learning Department Carnegie Mellon University Add to Reading List Source URL: select.cs.cmu.edu Language: English - Date: 2011-10-28 13:54:18 Natural language processing Submodular set function Machine learning Recommender system Algorithm Information retrieval Online algorithm Multi-armed bandit Automatic summarization
55	A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning Stéphane Ross Robotics Institute Carnegie Mellon University Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2011-06-30 04:29:31
56	Spectral Methods for Indian Buffet Process Inference Hsiao-Yu Fish Tung Machine Learning Department Carnegie Mellon University Pittsburgh, PA 15213 Add to Reading List Source URL: sfish0101.bitbucket.org Language: English - Date: 2016-03-17 01:27:45 Algebra Mathematics Linear algebra Matrix theory Higher-order singular value decomposition Multilinear algebra Singular value decomposition Tensor Normal distribution Principal component analysis Pi Eigenvalues and eigenvectors
57	Machine Learning Summer School 3-14 March 2008 Kioloa Coastal Campus, Australia Avrim Blum, Carnegie Mellon, Learning in Games Wray Buntine, NICTA, Models for Documents Tiberio Caetano, NICTA, Introduction to Graphical M Add to Reading List Source URL: mlss08.rsise.anu.edu.au - Date: 2008-02-21 23:42:47
58	A Learning Theory Approach to Noninteractive Database Privacy AVRIM BLUM, Carnegie Mellon University KATRINA LIGETT, California Institute of Technology AARON ROTH, University of Pennsylvania In this article, we demonstr Add to Reading List Source URL: users.cms.caltech.edu Language: English - Date: 2013-05-29 13:54:34
59	Evidence-Specific Structures for Rich Tractable CRFs Carlos Guestrin Carnegie Mellon University Add to Reading List Source URL: select.cs.cmu.edu Language: English - Date: 2010-12-02 01:46:24 Graph theory Graphical models Machine learning Artificial intelligence Learning Statistical models Conditional random field Bayesian network Tree decomposition Treewidth Markov random field Expectationmaximization algorithm
60	Supervised Learning for Dynamical System Learning Ahmed Hefny ∗ Carnegie Mellon University Pittsburgh, PA 15213 Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2016-02-03 15:16:45

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