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561	APPENDIX: Truncated Message Passing This appendix derives algorithm 2 from the main paper, which calculates the gradient of some loss function on the predicted marginals obtained after a fixed number of message-passing Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-11-07 14:36:56 Append Computing Games Ys
562	Statistical Machine Learning Notes 7 Automatic Differentiation and Neural Networks Instructor: Justin Domke Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-11-07 14:35:36 Differential calculus Neural networks Differentiation rules Computational neuroscience Derivative Automatic differentiation Chain rule Backpropagation Calculus Mathematical analysis Mathematics
563	Relational Dynamic Influence Diagram Language (RDDL): Language Description Scott Sanner ([removed]) NICTA and the Australian National University Abstract The Relational Dynamic Influence Diagram Language (RDDL) i Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2014-10-06 22:20:08 Automated planning and scheduling Planning Domain Definition Language Logic in computer science Semantics Boolean algebra Fluent Bernoulli distribution FO Function Mathematics Mathematical logic Theoretical computer science
564	1 Image Transformations and Blurring Justin Domke and Yiannis Aloimonos Abstract—Since cameras blur the incoming light during measurement, different images of the same surface do not contain Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-11-07 14:37:14 Gaussian function Image processing Linear filters Integral transforms Computer vision Fourier transform Gaussian blur Scale space Gaussian filter Mathematics Algebra Mathematical analysis
565	Learning Nonlinearly Parametrized Decision Regions Kim L. Blackmore Robert C. Williamson Iven M. Y. Mareels June 21, 1995 Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2005-03-22 04:18:12 Hessian matrix Matrices Morse theory Stability Perceptron Function Mathematics Mathematical analysis Multivariable calculus
566	Accelerated Training for Matrix-norm Regularization: A Boosting Approach Xinhua Zhang∗, Yaoliang Yu and Dale Schuurmans Department of Computing Science, University of Alberta, Edmonton AB T6G 2E8, Canada {xinhua2,yaoli Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2012-10-02 09:45:02 Mathematical optimization Numerical linear algebra Matrix theory Operations research Convex optimization Singular value decomposition BFGS method Vector space Least squares Algebra Mathematics Linear algebra
567	Local Minima and Attractors at In nity for Gradient Descent Learning Algorithms Kim L. Blackmore Robert C. Williamson Iven M.Y. Mareels June 21, 1995 Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2005-03-22 04:18:54 Expected value Mathematics Environmental science Parameter Parametrization
568	Smoothing Multivariate Performance Measures Xinhua Zhang Ankan Saha S.V. N. Vishwanathan Department of Computing Science Department of Computer Science Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-07-19 07:52:45 Gradient Vector calculus Support Convex optimization Mathematical analysis Calculus Differential calculus
569	Dual Decomposition for Marginal Inference Justin Domke Rochester Institute of Technology Rochester, NY[removed]Abstract Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-11-07 14:36:56 Operations research Convex optimization Numerical linear algebra Belief propagation Coding theory Tree decomposition BFGS method Linear programming Conjugate gradient method Mathematics Graph theory Mathematical optimization
570	Diverse Retrieval via Greedy Optimization of Expected 1-call@k in a Latent Subtopic Relevance Model Scott Sanner NICTA & the ANU Canberra, Australia Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-08-11 01:03:39 Information Natural language processing Relevance Precision and recall Information science Information retrieval Science

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