nonconvex optimization - Robuta Search

https://researchconnect.buffalo.edu/en/publications/improved-zeroth-order-variance-reduced-algorithms-and-analysis-fo-2/ Improved Zeroth-Order Variance Reduced Algorithms and Analysis for Nonconvex Optimization - SUNY... nonconvex optimization improved order variance reduced https://researchportal.unamur.be/fr/publications/adaptive-regularization-algorithms-with-inexact-evaluations-for-n-3/projects/ Adaptive regularization algorithms with inexact evaluations for nonconvex optimization - Projets -... nonconvex optimization adaptive regularization algorithms inexact https://pure.bit.edu.cn/en/publications/distributed-nonsmooth-nonconvex-optimization-deterministic-and-st/ Distributed Nonsmooth Nonconvex Optimization: Deterministic and Stochastic Zeroth-Order Algorithms... nonconvex optimization distributed deterministic stochastic order https://proceedings.mlr.press/v202/chen23ar.html Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex Optimization Jul 3, 2023 - Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex OptimizationZiyi Chen, Yi Zhou, Yingbin Liang, Zhaosong LuVariou... nonconvex optimization is as smooth efficient https://openreview.net/forum?id=VA1YpcNr7ul DASHA: Distributed Nonconvex Optimization with Communication Compression and Optimal Oracle... We provide a new method that improves the state-of-the-art theoretical complexity of distributed optimization methods with compressed communication in the... nonconvex optimization dasha distributed communication compression https://papers.nips.cc/paper_files/paper/2017/hash/ae5e3ce40e0404a45ecacaaf05e5f735-Abstract.html Speeding Up Latent Variable Gaussian Graphical Model Estimation via Nonconvex Optimization nonconvex optimization speeding latent variable gaussian https://researchr.org/publication/FlynnYMDY20 Bounding the expected run-time of nonconvex optimization with early stopping - researchr publication run time nonconvex optimization expected early stopping https://vtechworks.lib.vt.edu/items/183d43ae-02de-45f3-ad70-9932bdb67b16 Discrete and Continuous Nonconvex Optimization: Decision Trees, Valid Inequalities, and Reduced... This dissertation addresses the modeling and analysis of a strategic risk management problem via a novel decision tree optimization approach, as well as... nonconvex optimization decision trees discrete continuous valid https://digital.library.adelaide.edu.au/items/ca6db783-dcc2-4858-8bbd-36fac724e53f An inexact modified subgradient algorithm for nonconvex optimization We propose and analyze an inexact version of the modified subgradient (MSG) algorithm, which we call the IMSG algorithm, for nonsmooth and nonconvex... nonconvex optimization inexact modified algorithm https://publications.ait.ac.at/de/activities/on-two-step-algorithms-for-convex-and-nonconvex-optimization/ On Two-Step Algorithms for Convex and Nonconvex Optimization - AIT Austrian Institute of Technology institute of technology two step nonconvex optimization algorithms ait https://repository.mines.edu/entities/publication/bbc8fa63-c384-4a0c-832f-30ccefc34b58 Convex and nonconvex optimization geometries Many machine learning and signal processing problems are fundamentally nonconvex. One way to solve them is to transform them into convex optimization problems... nonconvex optimization geometries https://optimization-online.org/2018/11/6906/ Sharp worst-case evaluation complexity bounds for arbitrary-order nonconvex optimization with... case evaluation nonconvex optimization sharp worst complexity https://ieor.berkeley.edu/publication/dynamic-regret-bounds-for-online-nonconvex-optimization/ Dynamic Regret Bounds for Online Nonconvex Optimization - UC Berkeley IEOR Department - Industrial... Oct 7, 2022 - Abstract Online optimization problems are well-understood in the convex case, where algorithmic performance is typically measured relative to the best fixed... for online nonconvex optimization uc berkeley dynamic regret https://math.asu.edu/node/9111 Adaptive Stochastic Algorithms for Nonconvex Constrained Optimization | School of Mathematical and... RIMS (Research Innovation in the Mathematical Sciences) Organizational MeetingFriday, September 2711;00am MST/AZWXLR A307 constrained optimization adaptive stochastic algorithms school https://discourse.julialang.org/t/ann-nonconvex-jl-a-toolbox-for-ad-based-constrained-non-convex-optimization/59362 ANN: Nonconvex.jl a toolbox for AD-based constrained non-convex optimization - Package... Apr 15, 2021 - I am glad to announce Nonconvex.jl, a package in which I implement and wrap a few constrained nonlinear optimization algorithms and packages using automatic... convex optimization ann jl toolbox ad https://pure.psu.edu/en/publications/distributed-nonconvex-constrained-optimization-over-time-varying-/ Distributed nonconvex constrained optimization over time-varying digraphs - Penn State constrained optimization over time penn state distributed digraphs https://researchportal.port.ac.uk/en/publications/a-fista-type-accelerated-gradient-algorithm-for-solving-smooth-no/ A FISTA-type accelerated gradient algorithm for solving smooth nonconvex composite optimization... type accelerated gradient algorithm solving https://research.hub.ku.edu.tr/entities/publication/1c628f1b-1510-4676-baf3-53bb289bbee5 Large scale and nonconvex eigenvalue optimization large scale optimization