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Convex optimization
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#	Item
81	CGL Workshop 2013 – Athens Optimization and Learning with Random Pursuit Sebastian U. Stich joint work with Christian L. M¨ Add to Reading List Source URL: sstich.ch Language: English - Date: 2013-10-07 05:25:18 Mathematical analysis Stochastic processes Mathematical optimization Operations research Random walk Convex function XK Analysis
82	CS168: The Modern Algorithmic Toolbox Lecture #5: Gradient Descent Basics Tim Roughgarden & Gregory Valiant∗ April 11, Add to Reading List Source URL: theory.stanford.edu Language: English - Date: 2016-06-04 09:49:43 Mathematical analysis Numerical analysis Mathematics Differential calculus Rates Vector calculus Convex analysis Gradient descent Convex optimization Mathematical optimization Derivative Normal
83	Simple and Fast Inverse Alignment John Kececioglu and Eagu Kim Department of Computer Science, The University of Arizona, Tucson, AZ 85721, USA {kece, egkim}@cs.arizona.edu Add to Reading List Source URL: www.cs.arizona.edu Language: English - Date: 2006-04-28 03:36:43 Computational phylogenetics Mathematical optimization Operations research Mathematics Linear programming Bioinformatics Convex optimization Sequence alignment SmithWaterman algorithm Ellipsoid method Linear inequality Inequality
84	Simple, Efficient, and Neural Algorithms for Sparse Coding Sanjeev Arora∗ Princeton University, Computer Science Department Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-07-20 20:08:35 Mathematics Numerical analysis Algebra Linear algebra Convex optimization Operations research Computational statistics Mathematical optimization K-SVD Sparse approximation Deep learning Stochastic gradient descent
85	Journal of Machine Learning Research2159 Submitted 3/10; Revised 3/11; Published 7/11 Adaptive Subgradient Methods for Online Learning and Stochastic Optimization∗ Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2011-07-05 16:26:18 Mathematical optimization Numerical analysis Mathematical analysis Convex optimization Stochastic optimization Machine learning Gradient descent Stochastic gradient descent Subgradient method Proximal gradient methods for learning Perceptron BroydenFletcherGoldfarbShanno algorithm
86	1 Perturbation Techniques in Online Learning and Optimization Jacob Abernethy Add to Reading List Source URL: dept.stat.lsa.umich.edu Language: English - Date: 2016-05-20 09:15:14 Mathematical analysis Mathematical optimization Convex analysis Analysis Operations research Convex optimization Convex function Latin alphabets
87	CS364B: Frontiers in Mechanism Design Lecture #10: Coverage Valuations and Convex Rounding∗ Tim Roughgarden† February 5, 2014 Add to Reading List Source URL: theory.stanford.edu Language: English - Date: 2014-06-11 16:25:54 Mathematics Operations research Linear programming Combinatorial optimization Convex optimization Submodular set function Valuation Approximation algorithm Randomized rounding Ellipsoid method Mathematical optimization Algorithm
88	Linear Programming and Unique Sink Orientations Bernd G¨artner∗ Institute of Theoretical Computer Science ETH Z¨ urich 8092 Z¨ Add to Reading List Source URL: people.inf.ethz.ch Language: English - Date: 2016-06-20 11:55:10 Mathematical optimization Mathematical analysis Convex optimization Operations research Linear programming Limit of a function Nonlinear programming Expected value Weak duality Duality Semidefinite programming
89	A convex formulation for model predictive perimeter flow control in multi-region cities Anastasios Kouvelas Mohammadreza Saeedmanesh Nikolas Geroliminis École Polytechnique Fédérale de Lausanne Add to Reading List Source URL: www.strc.ch Language: English - Date: 2016-06-15 07:09:41 Transport Land transport Mathematical optimization Operations research Road transport Convex optimization Control theory Model predictive control Linear programming Traffic flow Fundamental diagram of traffic flow Optimal control
90	ISMP 2012 – Berlin Convergence of Local Search Sebastian U. Stich Institute of Theoretical Computer Science Department of Computer Science Add to Reading List Source URL: sstich.ch Language: English - Date: 2012-08-27 04:51:50 Mathematical analysis Analysis Mathematics Convex analysis Convex function Mathematical optimization Derivative XK

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