Authors: Arezoomandan, Mahdieh¹ (AUTHOR) arezoomandan@mail.um.ac.ir, Soheili, Ali R.^1,2 (AUTHOR) soheili@um.ac.ir

Superior Title: Mathematics & Computers in Simulation. Jan2024, Vol. 215, p122-145. 24p.

Subject Terms: *BROWNIAN motion, *STOCHASTIC approximation, *FINITE element method, *STOCHASTIC analysis, *NUMERICAL analysis, *EULER method

Authors: Yeo, Guo Feng Anders¹ (AUTHOR) anders.yeo@rmit.edu.au, Akman, David¹ (AUTHOR) david.akman@rmit.edu.au, Hudson, Irene¹ (AUTHOR) irene.hudson@rmit.edu.au, Chan, Jeffrey² (AUTHOR) jeffrey.chan@rmit.edu.au

Superior Title: Information Sciences. May2023, Vol. 628, p558-579. 22p.

Subject Terms: STOCHASTIC approximation, SUPERVISED learning, MACHINE learning

Authors: Karmakar, Prasenjit¹ pkarmakar6@gmail.com, Bhatnagar, Shalabh² shalabh@iisc.ac.in

Superior Title: IEEE Transactions on Automatic Control. Dec2021, Vol. 66 Issue 12, p5941-5954. 14p.

Subject Terms: *MARKOV processes, STOCHASTIC approximation, COMPACT spaces (Topology), APPROXIMATION algorithms, ORDINARY differential equations, NOISE

Authors: Doan, Thinh T.¹ thinhdt210@gmail.com, Maguluri, Siva Theja² siva.theja@gatech.edu, Romberg, Justin² jrom@ece.gatech.edu

Superior Title: IEEE Transactions on Automatic Control. Oct2021, Vol. 66 Issue 10, p4469-4484. 16p.

Subject Terms: *PROBLEM solving, *LINEAR programming, STOCHASTIC approximation, CONVEX functions, DISTRIBUTED algorithms, TOPOLOGY, APPROXIMATION algorithms

Authors: Ramaswamy, Arunselvan¹ arunr@mail.upb.de, Bhatnagar, Shalabh² shalabh@iisc.ac.in, Quevedo, Daniel E.³ dquevedo@ieee.org

Superior Title: IEEE Transactions on Automatic Control. Sep2021, Vol. 66 Issue 9, p3969-3983. 15p.

Subject Terms: STOCHASTIC approximation, DEEP learning, APPROXIMATION error, DISTRIBUTED algorithms, REINFORCEMENT learning, APPROXIMATION algorithms

Authors: Huang, Wenjie¹ wenjiehuang@cuhk.edu.cn, Haskell, William B.² whaskell@purdue.edu

Superior Title: IEEE Transactions on Automatic Control. Mar2021, Vol. 66 Issue 3, p1314-1320. 7p.

Subject Terms: *MARKOV processes, *VALUE at risk, STOCHASTIC approximation, APPROXIMATION algorithms, HEURISTIC algorithms, STOCHASTIC dominance

Authors: Moradi, Afsaneh¹ (AUTHOR) afsaneh.moradi@univaq.it, D'Ambrosio, Raffaele¹ (AUTHOR) raffaele.dambrosio@univaq.it

Superior Title: Communications in Nonlinear Science & Numerical Simulation. Jan2024, Vol. 128, pN.PAG-N.PAG. 1p.

Subject Terms: *STOCHASTIC differential equations, *STOCHASTIC approximation

Authors: Du, Yingxue¹ (AUTHOR) yxdu@tju.edu.cn, Wang, Yijing¹ (AUTHOR) yjwang@tju.edu.cn, Zuo, Zhiqiang¹ (AUTHOR) zqzuo@tju.edu.cn, Zhang, Wentao¹ (AUTHOR) wtzhangee@tju.edu.cn

Superior Title: Journal of the Franklin Institute. Oct2021, Vol. 358 Issue 15, p7761-7785. 25p.

Subject Terms: *BIPARTITE graphs, *STOCHASTIC approximation, *DISCRETE-time systems, *MULTIAGENT systems, *STOCHASTIC convergence, *STOCHASTIC resonance, *STOCHASTIC systems, *MARTINGALES (Mathematics)

Authors: Xie, Yue¹ xieyue1990@gmail.com, Shanbhag, Uday V.¹ udaybag@psu.edu

Superior Title: IEEE Transactions on Automatic Control. Jun2020, Vol. 65 Issue 6, p2355-2370. 16p.

Subject Terms: STOCHASTIC approximation, STOCHASTIC programming, PRINCIPAL components analysis

Authors: L. A., Prashanth¹ prashanth@cse.iitm.ac.in, Bhatnagar, Shalabh² shalabh@iisc.ac.in, Bhavsar, Nirav¹ cs17s016@smail.iitm.ac.in, Fu, Michael³ mfu@isr.umd.edu, Marcus, Steven I.⁴ marcus@umd.edu

Superior Title: IEEE Transactions on Automatic Control. Jun2020, Vol. 65 Issue 6, p2450-2465. 16p.

Subject Terms: *LINEAR programming, STOCHASTIC approximation, APPROXIMATION algorithms, NOISE measurement

Authors: Yaji, Vinayaka G.¹ (AUTHOR) vgyaji@gmail.com, Bhatnagar, Shalabh¹ (AUTHOR) shalabh@iisc.ac.in

Superior Title: IEEE Transactions on Automatic Control. Mar2020, Vol. 65 Issue 3, p1100-1115. 16p.

Subject Terms: *STOCHASTIC processes, *STOCHASTIC analysis, *SURETYSHIP & guaranty, STOCHASTIC approximation, SET-valued maps, MEAN field theory, DIFFERENTIAL inclusions, PAPER arts

Authors: Lei, Jinlong¹ jxl800@psu.edu, Chen, Han-Fu² hfchen@iss.ac.cn

Superior Title: IEEE Transactions on Automatic Control. Feb2020, Vol. 65 Issue 2, p664-679. 16p.

Subject Terms: STOCHASTIC approximation, SIGNAL processing, SET functions, PRINCIPAL components analysis

Authors: Alghunaim, Sulaiman A.¹ salghunaim@ucla.edu, Sayed, Ali H.² ali.sayed@epfl.ch

Superior Title: IEEE Transactions on Automatic Control. Jan2020, Vol. 65 Issue 1, p175-190. 16p.

Subject Terms: *DISTRIBUTION (Probability theory), *STATISTICS, STOCHASTIC approximation, LEARNING strategies, DATA distribution, ELECTRIC transients, TECHNOLOGY convergence

Authors: Guo, Wenjuan¹ (AUTHOR) wenjuanguowj@sina.com, Zhang, Qimin¹ (AUTHOR) zhangqimin64@sina.com

Superior Title: Mathematics & Computers in Simulation. Apr2021, Vol. 182, p86-115. 30p.

Subject Terms: *HIV infections, *STOCHASTIC approximation, *ORNSTEIN-Uhlenbeck process, *INFECTIOUS disease transmission

Authors: Ramaswamy, Arunselvan¹ arunr@mail.upb.de, Bhatnagar, Shalabh² shalabh@iisc.ac.in

Superior Title: IEEE Transactions on Automatic Control. Jun2019, Vol. 64 Issue 6, p2614-2620. 7p.

Subject Terms: *MARKOV processes, *MATHEMATICAL analysis, STOCHASTIC approximation, REINFORCEMENT learning, LIPSCHITZ spaces, ERGODIC theory

Authors: Chen, Jicheng¹, Sun, Qi¹, Shi, Yang¹

Superior Title: Information Sciences. Aug2018, Vol. 459, p198-210. 13p.

Subject Terms: *STOCHASTIC analysis, *MATHEMATICAL models, STOCHASTIC approximation, LINEAR systems, MATHEMATICS problems & exercises

Authors: Chen, Ge¹, Wang, Le Yi², Chen³, Yin, George⁴

Superior Title: IEEE Transactions on Automatic Control. Dec2017, Vol. 62 Issue 12, p6152-6167. 16p.

Subject Terms: STOCHASTIC approximation, MULTIAGENT systems, BIOLOGISTS, PHYSICISTS, ANIMAL behavior

Authors: Karimi, Belhal¹ (AUTHOR) belhal.karimi@inria.fr, Lavielle, Marc (AUTHOR), Moulines, Eric (AUTHOR)

Superior Title: Computational Statistics & Data Analysis. Jan2020, Vol. 141, p123-138. 16p.

Subject Terms: *STOCHASTIC approximation, *EXPECTATION-maximization algorithms, *APPROXIMATION algorithms, *RANDOM walks, *MAXIMUM likelihood statistics

Authors: Bouzebda, Salim¹ (AUTHOR) Salim.Bouzebda@utc.fr, Slaoui, Yousri² (AUTHOR) Yousri.Slaoui@math.univ-poitiers.fr

Superior Title: Statistics & Probability Letters. Aug2019, Vol. 151, p17-28. 12p.

Subject Terms: *STOCHASTIC approximation, *LARGE deviations (Mathematics), *DEVIATION (Statistics), *APPROXIMATION algorithms

Authors: Liu, Ruishu¹ (AUTHOR) chicago@mail.ustc.edu.cn, Wang, Xiaojie¹ (AUTHOR) x.j.wang7@csu.edu.cn

Superior Title: Communications in Nonlinear Science & Numerical Simulation. Sep2023, Vol. 124, pN.PAG-N.PAG. 1p.

Subject Terms: *STOCHASTIC approximation, *STOCHASTIC models