Linear Convergence under the Polyak-Łojasiewicz Inequality Hamed Karimi, Julie Nutini, Mark Schmidt University of British Columbia Linear of Convergence of Gradient-Based Methods

Source URL: optml.lehigh.edu

CS168: The Modern Algorithmic Toolbox Lecture #18: Linear and Convex Programming, with Applications to Sparse Recovery Tim Roughgarden & Gregory Valiant∗ May 25, 2016

Source URL: theory.stanford.edu

• Mathematical optimization
• Numerical analysis
• Mathematical analysis
• Operations research
• Linear programming
• Convex optimization
• Convex analysis
• Ellipsoid method
• Feasible region
• Convex function
• Linear inequality
• Candidate solution

The Condition of a System of Linear Equations: Alternative Derivation Roland Angst Computer Vision and Geometry Lab, Eidgenössische Technische Hochschule Zürich Zürich, Switzerland

Source URL: www.cvg.ethz.ch

• Algebra
• Mathematics
• Numerical analysis
• Numerical linear algebra
• Condition number
• Matrices
• Matrix
• Inequality
• Residual
• Regression analysis
• Conjugate gradient method
• Linear least squares

Assignment 4 Randomization in Numerical Linear Algebra (PCMI) 1. We will prove a structural inequality that can be used as a starting point in many RandNLA algorithms. More specifically, we will prove the following lemma

Source URL: www.drineas.org

• Linear algebra
• Rank
• Matrix
• Matrix theory

Primary Claim Claim #2 – Problem Solving Students can frame and solve a range of complex well-posed problems in pure and applied mathematics, making productive use of knowledge and problem solving strategies. Secondary

Source URL: www.cmc-south.org

• Mathematics
• Algebra
• Elementary algebra
• Equations
• Nonlinear system
• Linear equation
• System of linear equations
• Matrix
• Inequality
• Differential equation

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

Source URL: www.cs.arizona.edu

• Computational phylogenetics
• Mathematical optimization
• Operations research
• Mathematics
• Linear programming
• Bioinformatics
• Convex optimization
• Sequence alignment
• SmithWaterman algorithm
• Ellipsoid method
• Linear inequality
• Inequality

Primary Claim Claim #3 - Communicating Reasoning Students can clearly & precisely construct viable arguments to support their own reasoning & to critique the reasoning of others. Secondary Claim Claim #1 – Concepts and

Source URL: www.cmc-south.org

• Mathematics
• Elementary algebra
• Algebra
• Equations
• Linear equation
• Nonlinear system
• Linear function
• Matrix
• Inequality
• Laplace transform
• Linearity
• Signal-flow graph

Introduction to Numerical Linear Algebra II Petros Drineas These slides were prepared by Ilse Ipsen for the 2015 Gene Golub SIAM Summer School on RandNLA

Source URL: www.drineas.org

• Algebra
• Mathematics
• Linear algebra
• Mathematical analysis
• Matrix norm
• Norm
• Inner product space
• Lp space
• Triangle inequality
• Orthonormality

Literaturverzeichnis 1. Alizadeh, F): A sublinear-time randomized parallel algorithm for the maximum clique problem in perfect graphs. Proceedings of the second ACMSIAM Symposium on Discrete Algorithms 2. Alizade

Source URL: www.opt.uni-duesseldorf.de

• Mathematical optimization
• Numerical analysis
• Mathematical analysis
• Linear programming
• Convex optimization
• Interior point method
• Quadratic programming
• Global optimization
• Robert J. Vanderbei
• Quasi-Newton method
• Nonlinear programming
• Linear matrix inequality

MATHEMATICAL ENGINEERING TECHNICAL REPORTS Sparse Linear Complementarity Problems Hanna SUMITA, Naonori KAKIMURA, and

Source URL: www.keisu.t.u-tokyo.ac.jp

• Computational complexity theory
• Mathematics
• Operations research
• Algebra
• Linear algebra
• Linear complementarity problem
• Mathematical optimization
• Linear programming
• NP
• Inequality
• Time complexity
• LCP array