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 optimizationin generalpublic accessprivatenorms
https://discourse.julialang.org/tag/convex-optimization/782?match_all_tags=true&page=1&tags%5B%5D=convex-optimization
Topics tagged convex-optimization
Topics tagged convex-optimization
convex optimizationtopicstagged
https://openreview.net/forum?id=RPtKkNx9ZK
Effect of Random Learning Rate: Theoretical Analysis of SGD Dynamics in Non-Convex Optimization via...
We consider a variant of the stochastic gradient descent (SGD) with a random learning rate and reveal its convergence properties. SGD is a widely used...
convex optimizationeffectrandomlearningrate
https://jmlr.org/papers/v25/22-0079.html
Faster Rates of Differentially Private Stochastic Convex Optimization
convex optimizationfasterratesprivatestochastic
https://collaborate.princeton.edu/en/publications/convex-optimization-for-precoder-design-in-mimo-interference-netw/
Convex optimization for precoder design in MIMO interference networks - Princeton University
convex optimizationprinceton universitydesignmimointerference
https://academictorrents.com/details/393dc896234b96a1cd251c14cfc65d2ff594d6e9
Stanford EE364A - Convex Optimization I - Boyd - Academic Torrents
Catalog description Concentrates on recognizing and solving convex optimization problems that arise in applications. Convex sets, functions, and optimization...
convex optimizationacademic torrentsstanfordboyd
https://curin.chitkara.edu.in/conferences/adaptive-mutation-strategies-in-non-convex-optimization-for-big-data-processing/
Adaptive Mutation Strategies in Non-Convex Optimization for Big Data Processing - CURIN
big data processingconvex optimizationadaptivemutationstrategies
https://iris.imtlucca.it/handle/20.500.11771/32198
Adaptive proximal algorithms for convex optimization under local Lipschitz continuity of the...
convex optimizationadaptiveproximalalgorithmslocal
https://proceedings.mlr.press/v108/garber20a.html
Improved Regret Bounds for Projection-free Bandit Convex Optimization
Jun 3, 2020 - Improved Regret Bounds for Projection-free Bandit Convex OptimizationDan Garber, Ben KretzuWe revisit the challenge of designing online algorithms for t...
convex optimizationimprovedregretboundsprojection
https://papers.nips.cc/paper_files/paper/2016/hash/b20bb95ab626d93fd976af958fbc61ba-Abstract.html
Optimistic Bandit Convex Optimization
convex optimizationoptimisticbandit
https://www.tradermath.org/firms/squarepoint-capital/jobs/quant-researcher-convex-optimization-in-dubai-0138dd
Quant Researcher - Convex Optimization at Squarepoint Capital - Tradermath
Position Overview: Research and identify new modellings for the portfolio optimizations problems encountered by the traders. Propose and implement mo...
convex optimizationquantresearchercapital
https://www.educative.io/courses/optimization-for-machine-learning-with-numpy-and-scipy/quiz-yourself-on-non-convex-optimization
Quiz Yourself on Non-Convex Optimization
Evaluate your non-convex optimization concepts via an MCQ quiz.
quiz yourselfon nonconvex optimization
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 complexityconvex optimizationimprovingsampledecentralized
https://deepai.org/publication/iterative-convex-optimization-for-model-predictive-control-with-discrete-time-high-order-control-barrier-functions
Iterative Convex Optimization for Model Predictive Control with Discrete-Time High-Order Control...
Oct 9, 2022 - 10/09/22 - Safety is one of the fundamental challenges in control theory. Recently, multi-step optimal control problems for discrete-time dyn...
model predictive controlconvex optimizationhigh orderiterativediscrete
https://researchwith.njit.edu/en/publications/convex-optimization-of-power-systems/
Convex Optimization of Power Systems - New Jersey Institute of Technology
convex optimizationpower systemsnew jerseyinstitutetechnology
https://www.bartdeschutter.org/publications/19-004-efficient-convex-optimization-optimal
Efficient Convex Optimization for Optimal PMU Placement in Large Distribution Grids
Information for publication 19-004 of Bart De Schutter: Efficient Convex Optimization for Optimal PMU Placement in Large Distribution
convex optimizationdistribution gridsefficientoptimalpmu
https://www.colorado.edu/cs/csci-5254-convex-optimization-and-its-applications
CSCI 5254: Convex Optimization and Its Applications | Computer Science | University of Colorado...
Course DescriptionThis course discusses basic convex analysis (convex sets, functions, and optimization problems), optimization theory (linear, quadratic,...
university of coloradoconvex optimizationcomputer scienceapplications
https://www.thecuriouslycreative.com/9-proven-tips-for-efficient-convex-optimization-in-software-applications/
9 Proven Tips for Efficient Convex Optimization in Software Applications - The Curiously Creative
Jan 8, 2025 - Convex optimization plays a crucial role in many software applications, especially in areas like machine learning, signal processing, and data science. By
convex optimizationsoftware applicationsproventipsefficient
https://papers.neurips.cc/paper_files/paper/2020/hash/64714a86909d401f8feb83e8c2d94b23-Abstract.html
Understanding spiking networks through convex optimization
convex optimizationunderstandingspikingnetworks
https://simons.berkeley.edu/talks/natasha-2-faster-non-convex-optimization-sgd
Natasha 2: Faster Non-convex Optimization Than SGD
convex optimizationnatashafasternonsgd
https://www.sciweavers.org/publications/learning-kernel-convex-optimization
Learning the kernel via convex optimization | Sciweavers
Learning the kernel via convex optimization - The performance of a kernel-based learning algorithm depends very much on the choice of the kernel. Recently,...
convex optimizationlearningkernelviasciweavers
https://www.ecampus.com/largescale-convex-optimization-ernest-k/bk/9781009160858
Large-Scale Convex Optimization | Rent | 9781009160858
Cheapest way to RENT Large-Scale Convex Optimization... Edition (9781009160858). 7-Day Price Match Guarantee. Crafts Books at eCampus.com.
large scaleconvex optimizationrent
https://bytez.com/docs/arxiv/1901.09068/paper
Surrogate Losses for Online Learning of Stepsizes in Stochastic Non-Convex Optimization | Read...
Jan 25, 2019 - Stochastic Gradient Descent (SGD) has played a central role in machine learning. However, it requires a carefully hand-picked stepsize for fast convergence,...
for onlineconvex optimizationsurrogatelosseslearning
https://iris.unibs.it/handle/11379/525854
Second harmonic beam shaping and sensing in dielectric bow-tie antenna via convex optimization...
bow tieconvex optimizationsecondharmonicbeam
https://ch.mathworks.com/fr/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 optimizationmatlabsimulink
https://researchconnect.stonybrook.edu/en/projects/spir-internship-applications-of-convex-optimization-to-portfolio-/
SPIR Internship: Applications of Convex Optimization to Portfolio Selection - Stony Brook University
stony brook universityinternship applicationsconvex optimizationportfolio selectionspir
https://www.freshports.org/math/py-cvxpy/
FreshPorts -- math/py-cvxpy: Domain-specific language for modeling convex optimization problems
CVXPY is a Python-embedded modeling language for convex optimization problems. It allows you to express your problem in a natural way that follows the math,...
domain specific languageconvex optimizationfreshportsmathpy
https://repositorio.unesp.br/entities/publication/59e12578-c4d5-439b-b8fa-ac776ace1f8e
Comparative studies on non-convex optimization methods for transmission network expansion planning
We have investigated and extensively tested three families of non-convex optimization approaches for solving the transmission network expansion planning...
comparative studieson nonconvex optimizationnetwork expansionmethods
https://research.polyu.edu.hk/en/publications/convex-optimization-based-trajectory-planning-for-quadrotors-land/
Convex Optimization-Based Trajectory Planning for Quadrotors Landing on Aerial Vehicle Carriers -...
convex optimizationplanning forbasedtrajectorylanding
https://www.quantiki.org/tags/convex-optimization
convex optimization | Quantiki
convex optimization
https://en.wikipedia.org/wiki/Convex_optimization
Convex optimization - Wikipedia
convex optimizationwikipedia
https://www.ieee-jas.net/en/article/doi/10.1109/JAS.2024.124587?viewType=HTML
Convex Optimization-Based Model Predictive Control for Mars Ascent Vehicle Guidance System
model predictive controlconvex optimizationbasedmarsascent
https://uwspace.uwaterloo.ca/items/03412515-bf6e-4897-b4f0-b8d8d51a447f
Correction Methods for Non-Stationary Noise Floor in Sentinel-1 Images Using Convex Optimization
Synthetic aperture radar (SAR) is a method of creating images of the surface of the Earth by emitting and receiving radar waves. Sentinel-1 is a SAR platform...
convex optimizationcorrectionmethodsnonstationary
https://repository.up.ac.za/items/1f90db70-68de-4dc0-b118-aa572590f645/full
An overview of sparse convex optimization
Sparse estimation methods are aimed at using or obtaining parsimonious representations of data or models. Optimization is seeking values of a variable that...
an overviewconvex optimizationsparse
https://actapress.com/Abstract.aspx?PaperId=45199
[Abstract] PATH PLANNING FOR VISUAL SERVOING AND NAVIGATION USING CONVEX OPTIMIZATION
Exploiting visual cues to control systems for robotic applications is a promising idea.
path planningconvex optimizationabstractvisualnavigation
https://eprints.illc.uva.nl/id/eprint/2327/
DS-2024-12: On Quantum Algorithms and Limitations for Convex Optimization and Lattice Problems -...
quantum algorithmsconvex optimizationlattice problemsdslimitations
https://www.ijcai.org/proceedings/2022/548
Private Stochastic Convex Optimization and Sparse Learning with Heavy-tailed Data Revisited | IJCAI
Electronic proceedings of IJCAI 2022
convex optimizationprivatestochasticsparselearning
https://jmm.guilan.ac.ir/article_9222.html
Convex optimization approach for the path-following problem of two collaborative robots
This paper investigates the time-optimal path-tracking problem for a collaborative robotic system, considering some limitations and dynamic characteristics....
convex optimizationfor thecollaborative robotsapproachpath
https://papers.cool/venue/criscitiello22a@v178@PMLR
Negative curvature obstructs acceleration for strongly geodesically convex optimization, even with...
Hamilton and Moitra (2021) showed that, in certain regimes, it is not possible to accelerate Riemannian gradient descent in the hyperbolic plane if we restrict...
convex optimizationnegativecurvatureaccelerationstrongly
https://slim.gatech.edu/content/sparse-recovery-non-convex-optimization-instance-optimality
Sparse recovery by non-convex optimization - instance optimality | Seismic Laboratory for Imaging...
convex optimizationsparserecoverynoninstance
https://www.ijariit.com/manuscript/a-comparative-analysis-of-interior-point-methods-in-convex-optimization/
Research Paper: A comparative analysis of interior-point methods in convex optimization - published...
Aug 12, 2021 - Interior point methods or sometimes called Barrier methods are a class of optimization algorithms that are useful in solving inequality constrained linear or...
interior point methodsresearch papercomparative analysisconvex optimizationpublished
https://optimization-online.org/2016/01/5273/
Regularized Interior Proximal Alternating Direction Method for Separable Convex Optimization...
convex optimizationinteriorproximalalternatingdirection
https://www.ing.uc.cl/publicaciones/statistical-query-algorithms-for-mean-vector-estimation-and-stochastic-convex-optimization/
Statistical Query Algorithms for Mean Vector Estimation and Stochastic Convex Optimization |...
statistical queryconvex optimizationalgorithmsmeanvector
https://pure.bit.edu.cn/en/publications/robust-beamforming-algorithm-based-on-convex-optimization-multipl/
ROBUST BEAMFORMING ALGORITHM BASED ON CONVEX OPTIMIZATION MULTIPLIER METHOD - Beijing Institute of...
based onconvex optimizationrobustbeamformingalgorithm
https://cris.iucc.ac.il/en/publications/scottyactivity-mixed-discrete-continuous-planning-with-convex-opt/
Scottyactivity: Mixed discrete-continuous planning with convex optimization - Israeli Research...
continuous planningconvex optimizationmixeddiscreteisraeli
https://experts.azregents.edu/en/publications/a-projection-free-decentralized-algorithm-for-non-convex-optimiza/
A projection-free decentralized algorithm for non-convex optimization - Arizona Board of Regents
board of regentsconvex optimizationprojectionfreedecentralized
https://signalprocessingsociety.org/index.php/newsletter/2010/07/convex-optimization-signal-processing-and-communications-2010
Convex Optimization in Signal Processing and Communications (2010) | IEEE Signal Processing Society
edited by Daniel P. Palomar and Yonina C. Eldar, Cambridge University Press, 2010 Description from the publisher: Over the past two decades there have been...
convex optimizationsignal processingieee societycommunications
https://nuit-blanche.blogspot.com/2009/02/cs-automatic-code-generation-for-real.html
Nuit Blanche: CS: Automatic Code Generation for Real-Time Convex Optimization, OFDM Channel...
A blog about Compressive Sensing, Computational Imaging, Machine Learning. Using priors to avoid the curse of dimensionality arising in Big Data.
nuit blanchecode generationfor realconvex optimizationcs
https://www.researchwithnj.com/en/publications/learning-mixed-integer-convex-optimization-strategies-for-robot-p/
Learning Mixed-Integer Convex Optimization Strategies for Robot Planning and Control - New Jersey...
convex optimizationand controlnew jerseylearningmixed
https://calderon.cud.uvigo.es/items/58d4e26e-33d0-4792-b75c-b960a14ea877
A convex optimization approach for solving large scale linear systems
The well-known Conjugate Gradient (CG) method minimizes a strictly convex quadratic function for solving large-scale linear system of equations when the co-...
convex optimizationlarge scalelinear systemsapproachsolving
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://liner.com/review/on-userlevel-private-convex-optimization
On User-Level Private Convex Optimization [Quick Review]
Regarding this ICML 2023 paper, this review summarizes a novel output perturbation mechanism for user-level DP convex optimization, removing smoothness req...
user levelconvex optimizationquick reviewprivate
https://polen.itu.edu.tr/entities/publication/d5920c40-aeec-4db5-a6d1-8a8b4080e9ee
One Optimization Problem with Convex Set-Valued Mapping and Duality
This study focuses on the formulation and analysis of problems that are dual to those defined by convex set-valued mappings. Various important classes of...
oneoptimizationproblemconvexset
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
convexrelaxationregressionefficientoptimization