Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order | Paper Citation Record

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This paper cites Springer, 2014.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Springer, 2014

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Erdogdu, Adil Salim, and Shunshi Zhang

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Constrained consensus-based optimization and numerical heuristics for the few particle regime.Journal of Global Optimization, 2026

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This paper cites Weighted Csisz´ ar-Kullback-Pinsker inequalities and applications to transportation inequalities.Annales de la Facult´ e des sciences de Toulouse : Math´ ematiques, Ser.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Weighted Csisz´ ar-Kullback-Pinsker inequalities and applications to transportation inequalities.Annales de la Facult´ e des sciences de Toulouse : Math´ ematiques, Ser

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This paper cites A distributed Plug- and-Play MCMC algorithm for high-dimensional inverse problems.IEEE Transactions on Computa- tional Imaging, 12:839–849, 2026.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order A distributed Plug- and-Play MCMC algorithm for high-dimensional inverse problems.IEEE Transactions on Computa- tional Imaging, 12:839–849, 2026

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Observation 60039717-a66f-4bb6-84dc-d2cba9db5934 · outbound

This paper cites Springer, 2015.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Springer, 2015

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This paper cites Metastability in reversible diffu- sion processes I: Sharp asymptotics for capacities and exit times.Journal of the European Mathematical Society, 6(4):399–424, 2004.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Metastability in reversible diffu- sion processes I: Sharp asymptotics for capacities and exit times.Journal of the European Mathematical Society, 6(4):399–424, 2004

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Observation d7fd3b98-8a92-4dac-ae1b-7b4b48f999c7 · outbound

This paper cites Carrillo, Shi Jin, Lei Li, and Yuhua Zhu.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Carrillo, Shi Jin, Lei Li, and Yuhua Zhu

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This paper cites Functional inequalities for perturbed measures with applications to log-concave measures and to some Bayesian problems.Bernoulli, 28(4):2294–2321, 2022.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Functional inequalities for perturbed measures with applications to log-concave measures and to some Bayesian problems.Bernoulli, 28(4):2294–2321, 2022

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This paper cites A note on Talagrand’s transportation inequality and logarithmic Sobolev inequality.Probability Theory and Related Fields, 148(1–2):285–304, 2010.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order A note on Talagrand’s transportation inequality and logarithmic Sobolev inequality.Probability Theory and Related Fields, 148(1–2):285–304, 2010

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This paper cites Chen, Ayush Sekhari, and Karthik Sridharan.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Chen, Ayush Sekhari, and Karthik Sridharan

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Observation 54c2479e-0df8-486c-b4cf-c7b9f0675f88 · outbound

This paper cites Zoo: Zeroth order optimiza- tion based black-box attacks to deep neural networks without training substitute models.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Zoo: Zeroth order optimiza- tion based black-box attacks to deep neural networks without training substitute models

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Observation 68a876cf-a655-4976-a101-1e183a57bae8 · outbound

This paper cites Chatterji, Yasin Abbasi-Yadkori, Peter L.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Chatterji, Yasin Abbasi-Yadkori, Peter L

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Erdogdu, Mufan Li, Ruoqi Shen, and Shunshi Zhang

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Diffusion for global optimization inR n

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Observation fae021b9-5404-43e0-beb8-f4f6cb770e35 · outbound

This paper cites Conn, Katya Scheinberg, and Luis N.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Conn, Katya Scheinberg, and Luis N

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This paper cites Dalalyan.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Dalalyan

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Observation e5012f4c-a70c-449e-b51a-1b73c6cfd166 · outbound

This paper cites Dalalyan and Avetik Karagulyan.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Dalalyan and Avetik Karagulyan

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This paper cites Nagaraj, and Anant Raj.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Nagaraj, and Anant Raj

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Duchi, Michael I

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This paper cites Analysis of Langevin Monte Carlo via convex optimization.Journal of Machine Learning Research, 20(73):1–46, 2019.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Analysis of Langevin Monte Carlo via convex optimization.Journal of Machine Learning Research, 20(73):1–46, 2019

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This paper cites Nonasymptotic convergence analysis for the unadjusted Langevin algorithm.The Annals of Applied Probability, 27(3):1551–1587, 2017.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Nonasymptotic convergence analysis for the unadjusted Langevin algorithm.The Annals of Applied Probability, 27(3):1551–1587, 2017

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Reflection couplings and contraction rates for diffusions.Probability Theory and Related Fields, 166(3):851–886, Dec 2016

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Ehrhardt, Lorenz Kuger, and Carola-Bibiane Sch¨ onlieb

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Erdogdu and Rasa Hosseinzadeh

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Flaxman, Adam T

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order From consensus-based optimiza- tion to evolution strategies: Proof of global convergence, 2026

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Consensus-based optimization methods converge globally.SIAM Journal on Optimization, 34(3):2973–3004, 2024

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order On the information-adaptive variants of the admm: An iteration complexity perspective.Journal of Scientific Computing, 76(1):327–363, Jul 2018

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Diffusions for global optimization.SIAM Journal on Control and Optimization, 24(5):1031–1043, 1986

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Stochastic first- and zeroth-order methods for nonconvex stochastic programming.SIAM Journal on Optimization, 23(4):2341–2368, 2013

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order SGD for structured nonconvex functions: Learn- ing rates, minibatching and interpolation

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Subgradient Langevin methods for sampling from nonsmooth potentials.SIAM Journal on Mathematics of Data Science, 6(4):897–925, 2024

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Forward-KL convergence of time-inhomogeneous Langevin diffu- sions, 2026

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Harris, K

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order The performance of the unadjusted Langevin algorithm without smoothness assumptions, 2025

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Improved convergence rate of stochastic gradient Langevin dynam- ics with variance reduction and its application to optimization

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Zygalakis

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Bayesian imaging using Plug & Play priors: When Langevin meets Tweedie.SIAM Journal on Imaging Sciences, 15(2):701–737, 2022

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order On maximum a posteriori estimation with Plug & Play priors and stochastic gradient descent.Journal of Mathematical Imaging and Vision, 65(1):140–163, Jan 2023

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Almost sure convergence rates analysis and saddle avoidance of stochastic gradient methods.Journal of Machine Learning Research, 25(271):1–40, 2024

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order One-point gradient estimators for zeroth-order stochastic gradient Langevin dynamics

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Majka, Aleksandar Mijatovi´ c, and Lukasz Szpruch

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Global optimization of Lipschitz functions

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Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Lee, Danqi Chen, and Sanjeev Arora

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This paper cites Mattingly, Andrew M.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Mattingly, Andrew M

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Resolution: unresolved; no resolver link, observed 2026-08-01T05:13:38.344672Z

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Observation 64782abe-270d-4c7a-bb3c-118dcc170e40 · outbound

This paper cites Convergence of zeroth-order proximal point algorithms in the high-temperature regime, 2026.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Convergence of zeroth-order proximal point algorithms in the high-temperature regime, 2026

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Observation 8d419512-e3bd-4f9b-9bef-7802a47a2402 · outbound

This paper cites Random gradient-free minimization of convex functions.Foun- dations of Computational Mathematics, 17(2):527–566, Apr 2017.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Random gradient-free minimization of convex functions.Foun- dations of Computational Mathematics, 17(2):527–566, Apr 2017

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Observation c51b5ef4-4408-40d7-9303-6936eb251b36 · outbound

This paper cites Unadjusted Langevin algorithm for non-convex weakly smooth potentials.Communications in Mathematics and Statistics, 13(4):979–1036, Aug 2025.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Unadjusted Langevin algorithm for non-convex weakly smooth potentials.Communications in Mathematics and Statistics, 13(4):979–1036, Aug 2025

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Observation dfc6450b-7a22-4e73-ae01-c7c4eff2abae · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Pytorch: An imperative style, high-performance deep learning library

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Observation 8bbf3e73-81bd-4cd0-9623-145d4ad9e1c2 · outbound

This paper cites A consensus-based model for global optimization and its mean-field limit.Mathematical Models and Methods in Applied Sciences, 27(1):183– 204, 2017.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order A consensus-based model for global optimization and its mean-field limit.Mathematical Models and Methods in Applied Sciences, 27(1):183– 204, 2017

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Observation 902ce515-a6ea-41ed-90a1-3f6922fa2f94 · outbound

This paper cites Non-convex learning via stochastic gradient Langevin dynamics: a nonasymptotic analysis.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Non-convex learning via stochastic gradient Langevin dynamics: a nonasymptotic analysis

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Observation cc61011a-b86d-4378-95ab-d8e5777f1ba3 · outbound

This paper cites A new formulation for zeroth-order op- timization of adversarial EXEmples in malware detection.IEEE Transactions on Information Forensics and Security, 21:506–515, 2026.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order A new formulation for zeroth-order op- timization of adversarial EXEmples in malware detection.IEEE Transactions on Information Forensics and Security, 21:506–515, 2026

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Resolution: unresolved; no resolver link, observed 2026-08-01T05:13:39.058966Z

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Observation d0c8ed0e-b01e-4a8c-9ec8-b8656a2763ab · outbound

This paper cites An optimal structured zeroth- order algorithm for non-smooth optimization.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order An optimal structured zeroth- order algorithm for non-smooth optimization

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Observation c4dab15e-860f-452e-b298-b759a1c02ef8 · outbound

This paper cites Stochastic zeroth order descent with structured directions.Computational Optimization and Applications, 89(3):691–727, Dec 2024.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Stochastic zeroth order descent with structured directions.Computational Optimization and Applications, 89(3):691–727, Dec 2024

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Observation 9ca1c297-5b84-4cec-9b11-701bd9559af7 · outbound

This paper cites A Structured Proximal Stochastic Variance Reduced Zeroth-order Algorithm.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order A Structured Proximal Stochastic Variance Reduced Zeroth-order Algorithm

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Observation f362bf22-a11e-47e7-8a6d-7556194c5986 · outbound

This paper cites Zoba: An efficient single-loop zeroth-order bilevel optimization algo- rithm, 2026.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Zoba: An efficient single-loop zeroth-order bilevel optimization algo- rithm, 2026

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Resolution: unresolved; no resolver link, observed 2026-08-01T05:13:39.539040Z

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Observation 13333398-20d9-4573-b23a-910eb6bc1270 · outbound

This paper cites From stability of Langevin diffusion to convergence of proximal MCMC for non-log-concave sampling.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order From stability of Langevin diffusion to convergence of proximal MCMC for non-log-concave sampling

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Observation badceb99-b5a5-4850-b3f4-eb326f3367ff · outbound

This paper cites Roberts and Richard L.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Roberts and Richard L

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Observation b382ce06-6985-4e2c-b98f-e55a4fa2d324 · outbound

This paper cites Stochastic zeroth-order discretizations of Langevin diffusions for Bayesian inference.Bernoulli, 28(3):1810–1834, 2022.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Stochastic zeroth-order discretizations of Langevin diffusions for Bayesian inference.Bernoulli, 28(3):1810–1834, 2022

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Observation 10ab4051-67d6-4fbb-b63d-166c60e14fc3 · outbound

This paper cites Automatic gain tuning for humanoid robots walking architectures using gradient-free optimization tech- niques.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Automatic gain tuning for humanoid robots walking architectures using gradient-free optimization tech- niques

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Observation e1ddd7d4-f039-4429-ada0-46f53d183448 · outbound

This paper cites Solis and Roger J-B.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Solis and Roger J-B

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Observation 7cb719e6-9682-45bf-9984-f2f8b233c74d · outbound

This paper cites Discrete-time simulated annealing: A convergence analysis via the eyring–kramers law.Numerical Algebra, Control and Optimization, 14(4):778–794, 2024.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Discrete-time simulated annealing: A convergence analysis via the eyring–kramers law.Numerical Algebra, Control and Optimization, 14(4):778–794, 2024

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Resolution: unresolved; no resolver link, observed 2026-08-01T05:13:40.042706Z

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Observation bbd3aa95-ff89-49d2-b9cd-53a81e3780d4 · outbound

This paper cites Tail probability estimates of continuous-time simulated annealing processes.Numerical Algebra, Control and Optimization, 13(3&4):473–485, 2023.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Tail probability estimates of continuous-time simulated annealing processes.Numerical Algebra, Control and Optimization, 13(3&4):473–485, 2023

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Observation 74c46d04-f0d4-4fa0-b2cc-f13bbab1f269 · outbound

This paper cites Rapid convergence of the unadjusted Langevin algorithm: Isoperimetry suffices.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Rapid convergence of the unadjusted Langevin algorithm: Isoperimetry suffices

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Observation 680076ea-b98e-4795-80ae-823a8058f237 · outbound

This paper cites Springer Berlin, Heidelberg, Berlin, Heidelberg, 2009.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Springer Berlin, Heidelberg, Berlin, Heidelberg, 2009

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Resolution: unresolved; no resolver link, observed 2026-08-01T05:13:40.278966Z

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Observation f447e18e-098e-434b-af4e-443bc45d7deb · outbound

This paper cites Global convergence of Langevin dynamics based algorithms for nonconvex optimization.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Global convergence of Langevin dynamics based algorithms for nonconvex optimization

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Resolution: unresolved; no resolver link, observed 2026-08-01T05:13:40.355852Z

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Observation d4568446-9445-4b0c-919f-1228aa5ab996 · outbound

This paper cites Inexact proximal point algorithms for zeroth-order global optimization, 2024.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Inexact proximal point algorithms for zeroth-order global optimization, 2024

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Observation 8d5f2c93-9e84-4779-93b6-c87b53c81234 · outbound

This paper cites Faster convergence of stochastic gradient Langevin dynamics for non-log-concave sampling.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Faster convergence of stochastic gradient Langevin dynamics for non-log-concave sampling

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Observation 055e9d63-f822-497c-8e3a-09e49eed3565 · outbound

This paper cites Moreover, their main result is a Wasserstein tracking bound to the Gibbs measure, rather than an explicit expected-excess-risk oracle complexity.

Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Moreover, their main result is a Wasserstein tracking bound to the Gibbs measure, rather than an explicit expected-excess-risk oracle complexity

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