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Linear approximation
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#	Item
221	Value Function Approximation in Reinforcement Learning using the Fourier Basis George Konidaris1,3 1 MIT CSAIL [removed] Add to Reading List Source URL: lis.csail.mit.edu Language: English - Date: 2012-06-08 19:46:17 Fourier analysis Numerical analysis Linear algebra Joseph Fourier Spectral theory Fourier series Proto-value functions Gibbs phenomenon Basis function Mathematical analysis Mathematics Algebra
222	On the Feasibility of Low-rank Approximation for Personalized PageRank∗ Andras ´ A. Benczur ´ Add to Reading List Source URL: www2005.org Language: English - Date: 2005-04-05 10:24:32 Numerical linear algebra Link analysis Markov models Matrix theory PageRank Power iteration Singular value decomposition Matrix Webgraph Algebra Mathematics Linear algebra
223	ALGORITHMS FOR LINEAR AND NONLINEAR APPROXIMATION OF LARGE DATA Boulos Harb A DISSERTATION in Add to Reading List Source URL: www.cis.upenn.edu Language: English - Date: 2007-08-13 14:38:24 Computational complexity theory Wavelets Wavelet Algorithm Approximation algorithm Haar wavelet Time complexity Greedy algorithm Theoretical computer science Applied mathematics Mathematics
224	A Worst-Case Comparison between Temporal Diﬀerence and Residual Gradient with Linear Function Approximation Lihong Li [removed] Department of Computer Science, Rutgers University, 110 Frelinghuysen Road, Pi Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-04-18 14:23:56 Logical syntax Metalogic Philosophical logic Propositional calculus Natural deduction Logic Deduction Entailment
225	Generalized Low Rank Approximations of Matrices Jieping Ye [removed] Department of Computer Science, University of Minnesota, Minneapolis, MN 55455, USA Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-12-01 11:20:29 Numerical linear algebra Singular value decomposition Matrix theory Functional analysis Matrix Rank Low-rank approximation Singular value Two-dimensional singular value decomposition Algebra Linear algebra Mathematics
226	On Partial Optimality in Multi-label MRFs Pushmeet Kohli1 Alexander Shekhovtsov2 Carsten Rother1 Vladimir Kolmogorov3 Philip Torr4 Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-05-15 03:02:02 Mathematics Linear programming Convex optimization Linear programming relaxation Relaxation Approximation algorithm Optimization problem Duality Energy minimization Mathematical optimization Operations research Applied mathematics
227	Convergence of Synchronous Reinforcement Learning with Linear Function Approximation Artur Merke Lehrstuhl Informatik 1, University of Dortmund, 44227 Dortmund, Germany Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-12-01 11:19:53 Root-finding algorithms Mathematical analysis Spectrum Numerical linear algebra Reinforcement learning Least squares Mathematical optimization Numerical analysis Mathematics Spectral theory
228	GoDec: Randomized Low-rank & Sparse Matrix Decomposition in Noisy Case Tianyi Zhou TIANYI . ZHOU @ STUDENT. UTS . EDU . AU Dacheng Tao DACHENG . TAO @ UTS . EDU . AU Add to Reading List Source URL: www.icml-2011.org Language: English - Date: 2011-06-01 14:49:35 Numerical linear algebra Singular value decomposition Matrix theory Operator theory Principal component analysis Low-rank approximation Rank Matrix QR decomposition Algebra Linear algebra Mathematics
229	Submodular Functions: Learnability, Structure, and Optimization∗ Maria-Florina Balcan† Nicholas J. A. Harvey‡ arXiv:1008.2159v3 [cs.DS] 22 Aug 2012 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2012-08-23 13:02:17 Matroid theory Operations research Computational complexity theory Submodular set function Matroid Linear programming Combinatorial optimization Algorithm Approximation algorithm Mathematics Applied mathematics Theoretical computer science
230	Optimization over Integers with Robustness in Cost and Few Constraints Kai-Simon Goetzmann1? , Sebastian Stiller2?? , and Claudio Telha3 1 [removed], Institut f¨ Add to Reading List Source URL: www.coga.tu-berlin.de Language: English - Date: 2011-11-07 10:30:48 Operations research Mathematical optimization Convex optimization Computational complexity theory Approximation algorithms Unimodular matrix Linear programming Optimization problem Robust optimization Theoretical computer science Applied mathematics Mathematics

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