convex optimization - Robuta Search

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Decentralized convex optimization via primal and dual decomposition.... stanford engineering convex optimization everywhere https://pure.psu.edu/en/publications/on-distributed-convex-optimization-under-inequality-and-equality-/ On distributed convex optimization under inequality and equality constraints - Penn State convex optimization distributed https://stanford.edu/~boyd/papers/conrad.html A Convex Optimization Approach to Radiation Treatment Planning with Dose Constraints convex optimization radiation treatment approach https://hci.iwr.uni-heidelberg.de/content/non-binary-discrete-tomography-continuous-non-convex-optimization Non-Binary Discrete Tomography by Continuous Non-Convex Optimization | Heidelberg Collaboratory for... non binary convex optimization discrete tomography https://www.ime.usp.br/~victorsp/oco/index.html Online Convex Optimization: Algorithms, Learning, and Duality convex optimization online algorithms learning duality https://kth.diva-portal.org/smash/record.jsf?pid=diva2:1603501 Decentralized Approximate Newton Methods for Convex Optimization on Networked Systems convex optimization decentralized approximate newton methods https://stanford.edu/~boyd/papers/abs_ops.html Matrix-Free Convex Optimization Modeling convex optimization matrix free modeling https://simons.berkeley.edu/talks/natasha-2-faster-non-convex-optimization-sgd Natasha 2: Faster Non-convex Optimization Than SGD convex optimization natasha faster non sgd https://par.nsf.gov/biblio/10421489-private-convex-optimization-general-norms Private Convex Optimization in General Norms | NSF Public Access Repository This page contains metadata information for the record with PAR ID 10421489 convex optimization in general public access private norms https://stanford.edu/~boyd/papers/cvxpy_rewriting.html A Rewriting System for Convex Optimization Problems convex optimization rewriting system problems https://arxiv.org/abs/1411.0972 [1411.0972] Convex Optimization for Big Data Abstract page for arXiv paper 1411.0972: Convex Optimization for Big Data convex optimization big data https://au.mathworks.com/discovery/convex-optimization.html Convex Optimization - MATLAB & Simulink Learn how to solve convex optimization problems. Resources include videos, examples, and documentation covering convex optimization and other topics. convex optimization matlab simulink https://portal.fis.tum.de/en/publications/geodesically-convex-optimization-for-averaging-partially-observed/ Geodesically-convex optimization for averaging partially observed covariance matrices - Technical... convex optimization averaging partially observed covariance https://spiral.imperial.ac.uk/entities/publication/5b40d0b4-287f-410a-859d-a70e42bd79b8 A weighted Mirror Descent algorithm for nonsmooth convex optimization problem Large scale nonsmooth convex optimization is a common problem for a range of computational areas including machine learning and computer vision. Problems in... convex optimization weighted mirror descent algorithm https://researchportalplus.anu.edu.au/en/publications/on-the-use-of-convex-optimization-in-sensor-network-localization-/ On the Use of Convex Optimization in Sensor Network Localization and Synchronization - The... on the convex optimization https://experts.umn.edu/en/publications/tensor-principal-component-analysis-via-convex-optimization/ Tensor principal component analysis via convex optimization - Experts@Minnesota principal component analysis convex optimization tensor via experts https://meetings-archive.aps.org/mar/2021/a33/13/ Noise reconstruction in quantum hardware via convex optimization - DPOLY Short Course:... Interactions between a quantum system and noisy control hardware, or its environment, critically limits the performance and capabilities of noisy intermediate-s quantum hardware convex optimization noise reconstruction https://nuit-blanche.blogspot.com/2014/11/convex-optimization-for-big-data.html Nuit Blanche: Convex Optimization for Big Data A blog about Compressive Sensing, Computational Imaging, Machine Learning. Using priors to avoid the curse of dimensionality arising in Big Data. nuit blanche convex optimization big data https://uwspace.uwaterloo.ca/items/15cb0f24-85d5-4652-abb0-ee0ffa5026c7 Quantum State Local Distinguishability via Convex Optimization Entanglement and nonlocality play a fundamental role in quantum computing. To understand the interplay between these phenomena, researchers have considered the... quantum state local via convex https://stanford.edu/~boyd/papers/sensor_selection.html Sensor Selection via Convex Optimization sensor selection via convex optimization https://ocw.mit.edu/courses/15-094j-systems-optimization-models-and-computation-sma-5223-spring-2004/resources/non_convex_prob/ non_convex_prob.pdf | Systems Optimization: Models and Computation (SMA 5223) | Sloan School of... This resource covers: General Nonlinear Optimization Problem; Optimality Conditions for NLP; Sequential Quadratic Programming (SQP) Method; LOQO: Combining... https://stanford.edu/~boyd/papers/lac.html Low-Authority Controller Design via Convex Optimization low authority controller design via convex https://openresearch-repository.anu.edu.au/items/c702f78f-41e5-4ae0-85a6-e386ac7c6b77 Metric learning with convex optimization metric learning convex optimization https://web.stanford.edu/~udell/orie6326/ ORIE 6326: Convex Optimization orie convex optimization https://stanford.edu/~boyd/papers/cvx_portfolio.html Multi-Period Trading via Convex Optimization multi period trading via convex https://pure.psu.edu/en/publications/accelerated-primal-dual-algorithms-for-distributed-smooth-convex-/ Accelerated Primal-Dual Algorithms for Distributed Smooth Convex Optimization over Networks - Penn... primal dual https://research.ibm.com/publications/stochastic-fista-step-search-algorithm-for-convex-optimization Stochastic FISTA Step Search Algorithm for Convex Optimization for NeurIPS 2023 - IBM Research Stochastic FISTA Step Search Algorithm for Convex Optimization for NeurIPS 2023 by Trang H. Tran et al. search algorithm https://eprints.illc.uva.nl/id/eprint/2327/ DS-2024-12: On Quantum Algorithms and Limitations for Convex Optimization and Lattice Problems -... https://publica.fraunhofer.de/entities/publication/3503c804-3dec-4956-9ddb-6c9c34ee6317 Improved Time of Arrival measurement model for non-convex optimization The quadratic system provided by the Time of Arrival technique can be solved analytically or by non-linear least squares minimization. An important problem in... improved time arrival measurement model https://research.ibm.com/publications/improving-the-sample-and-communication-complexity-for-decentralized-non-convex-optimization-joint-gradient-estimation-and-tracking Improving the sample and communication complexity for decentralized non-convex optimization: Joint... Improving the sample and communication complexity for decentralized non-convex optimization: Joint gradient estimation and tracking for ICML 2020 by Haoran Sun... communication complexity https://infoscience.epfl.ch/entities/publication/02e0126d-9680-462c-8c7b-295531e02dad?ln=en Minimizing Regret in Unconstrained Online Convex Optimization We consider online convex optimizations in the bandit setting. The decision maker does not know the time- varying cost functions, or their gradients. At each... minimizing regret online convex optimization https://community.ibm.com/community/user/groups/community-home/digestviewer/viewthread?GroupId=5557&MID=82445&CommunityKey=ab7de0fd-6f43-47a9-8261-33578a231bb7&tab=digestviewer&hlmlt=VT Performance inconsistency between CPLEX 12.5.0 and 12.5.1 on convex quadratic optimization |... Originally posted by: hllsen I got very different performances from CPLEX 12.5 and 12.5.1 while solving a problem with convex quadratic objective function. https://stanford.edu/~boyd/papers/dcsp.html Disciplined Convex Stochastic Programming: A New Framework for Stochastic Optimization stochastic programming new framework disciplined convex optimization https://arxiv.org/abs/2011.13259 [2011.13259] Recent theoretical advances in decentralized distributed convex optimization Abstract page for arXiv paper 2011.13259: Recent theoretical advances in decentralized distributed convex optimization recent theoretical advances decentralized distributed https://infoscience.epfl.ch/entities/publication/5fe1465d-55ad-44f2-90a7-c006f3a3708a?ln=en Use of Convex Model Approximations for Real-Time Optimization via Modifier Adaptation Real-Time Optimization (RTO) via modifier adaptation is a class of methods for which measurements are used to iteratively adapt the model via input-affine... for real https://www.ccdc.ucsb.edu/publications/13628 Simulation of stochastic systems via polynomial chaos expansions and convex optimization | Center... https://arxiv.org/abs/1602.02191v1 [1602.02191v1] Convex Relaxation Regression: Efficient Optimization of Smooth Functions by Learning... Abstract page for arXiv paper 1602.02191v1: Convex Relaxation Regression: Efficient Optimization of Smooth Functions by Learning Their Convex Envelopes https://www.ccdc.ucsb.edu/events/144201 Overview of Convex optimization | Center for Control, Dynamical Systems and Computation | UC Santa... https://eprints.maths.manchester.ac.uk/1963/ Living on the edge: A geometric theory of phase transitions in convex optimization - MIMS EPrints living on the edge https://intra.kth.se/en/aktuellt/kalender/disputationer/dynamic-matrix-algorithms-and-applications-in-convex-and-combinatorial-optimization-1.1077193?date=2021-06-09&orgdate=2021-04-27&length=1&orglength=249 Dynamic Matrix Algorithms and Applications in Convex and Combinatorial Optimization | KTH combinatorial optimization dynamic matrix algorithms applications https://kth.diva-portal.org/smash/record.jsf?pid=diva2:1608674 Convex Optimization convex optimization https://catalog.registrar.ucla.edu/course/2024/ecengr236b?siteYear=2024 Convex Optimization Few universities in the world offer the extraordinary range and diversity of academic programs that students enjoy at UCLA. Leadership in education, research,... convex optimization https://research.ibm.com/publications/online-primal-dual-methods-with-measurement-feedback-for-time-varying-convex-optimization Online Primal-Dual Methods with Measurement Feedback for Time-Varying Convex Optimization for IEEE... Online Primal-Dual Methods with Measurement Feedback for Time-Varying Convex Optimization for IEEE TSP by Andrey Bernstein et al. https://conservancy.umn.edu/items/3fea0091-5e10-446f-98ff-514b5c0c1fcf A Robust Control Perspective on Optimization of Strongly-Convex Functions Large-scale optimization is a central topic in big data science. First-order black-box optimization methods have been widely applied in machine learning... robust control perspective optimization strongly convex https://slim.gatech.edu/content/stable-sparse-expansions-non-convex-optimization Stable sparse expansions via non-convex optimization | Seismic Laboratory for Imaging and Modeling https://researchconnect.buffalo.edu/en/publications/retractionon-the-value-of-look-ahead-in-competitive-online-convex-2/ Retraction:On the value of look-ahead in competitive online convex optimization - SUNY University... https://www.kth.se/en/forskning/kalender/dynamic-matrix-algorithms-and-applications-in-convex-and-combinatorial-optimization-1.1077193 Dynamic Matrix Algorithms and Applications in Convex and Combinatorial Optimization | KTH combinatorial optimization dynamic matrix algorithms applications https://experts.umn.edu/en/publications/block-alternating-optimization-for-non-convex-min-max-problems-al/ Block Alternating Optimization for Non-convex Min-max Problems: Algorithms and Applications in... https://stanford.edu/~boyd/papers/polyak_min_method.html Polyak Minorant Method for Convex Optimization polyak method convex optimization https://publications.rwth-aachen.de/record/1022522 A tutorial on convex design of optimization algorithms by integral quadratic constraints - RWTH... Scherer, Carsten W.; Ebenbauer, Christian Johannes https://pure.psu.edu/en/publications/robust-identification-of-switched-affine-systems-via-moments-base/ Robust identification of switched affine systems via moments-based convex optimization - Penn State https://ieor.berkeley.edu/publication/role-of-sparsity-and-structure-in-the-optimization-landscape-of-non-convex-matrix-sensing/ Role of Sparsity and Structure in the Optimization Landscape of Non-convex Matrix Sensing - UC... Jan 17, 2021 - Abstract: In this work, we study the optimization landscape of the non-convex matrix sensing problem that is known to have many local minima in the worst case.... https://arxiv.org/abs/2401.02676 [2401.02676] Solving convex optimization problems via a second order dynamical system with implicit... Abstract page for arXiv paper 2401.02676: Solving convex optimization problems via a second order dynamical system with implicit Hessian damping and Tikhonov... https://infoscience.epfl.ch/entities/publication/0b4e1c45-45de-49fa-a137-8b0e08c1dea0 Robust control of systems with sector nonlinearities via convex optimization: A data-driven approach In this paper, a new data-driven method for designing robust controllers is proposed for systemswith sector-bounded nonlinearities and multimodel... https://www.mdpi.com/1424-8220/20/17/4929 Optimization of Sparse Cross Array Synthesis via Perturbed Convex Optimization Three-dimensional (3-D) imaging sonar systems require large planar arrays, which incur hardware costs. In contrast, a cross array consisting of two... optimization sparse cross array synthesis https://arxiv.org/abs/1111.6337 [1111.6337] Regret Bound by Variation for Online Convex Optimization Abstract page for arXiv paper 1111.6337: Regret Bound by Variation for Online Convex Optimization bound by for online regret variation convex https://www.cs.cmu.edu/~pradeepr/convexopt/ 10725/36726: CONVEX OPTIMIZATION convex optimization https://researchconnect.buffalo.edu/en/publications/non-convex-bilevel-optimization-with-time-varying-objective-funct/ Non-Convex Bilevel Optimization with Time-Varying Objective Functions - SUNY University at Buffalo https://robert1003.github.io/2020/02/17/dp-opt-convex-hull-trick.html DP optimization - Convex Hull Optimization | A Simple Blog convex hull dp optimization simple blog https://ece.ncsu.edu/seminar/distributed-randomized-algorithms-for-convex-and-non-convex-optimization/ Distributed Randomized Algorithms for Convex and Non-Convex Optimization - Electrical and Computer... With the advent of massive data sets, machine learning and information processing techniques are expected to bring transformative capabilities to a variety of distributed randomized algorithms convex non