Authors: Ullah, Rahman^1,2 (AUTHOR), Faizullah, Faiz³ (AUTHOR) faiz_math@yahoo.com, Ul Islam, Naeem³ (AUTHOR)

Superior Title: Mathematical Methods in the Applied Sciences. Sep2023, Vol. 46 Issue 13, p14120-14130. 11p.

Subject Terms: *STOCHASTIC approximation

Superior Title: IEEE Transactions on Signal Processing. 3/15/2022, p950-962. 13p.

Subject Terms: *MARKOV processes, STOCHASTIC approximation, MACHINE learning, LYAPUNOV functions, REINFORCEMENT learning, APPROXIMATION algorithms, SIGNAL processing

Authors: Chen, Tianyi¹ (AUTHOR) chentianyi19@gmail.com, Sun, Yuejiao² (AUTHOR) sunyj@math.ucla.edu, Yin, Wotao² (AUTHOR) wotao.yin@gmail.com

Superior Title: IEEE Transactions on Signal Processing. 11/1/2021, p4937-4948. 12p.

Subject Terms: *TASK analysis, *STOCHASTIC processes, STOCHASTIC approximation, SIGNAL processing, REINFORCEMENT 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: Li, Wenjie¹ (AUTHOR) liwenjie28@huawei.com, Assaad, Mohamad² (AUTHOR) mohamad.assaad@centralesupelec.fr

Superior Title: IEEE Transactions on Information Theory. May2021, Vol. 67 Issue 5, p2989-3008. 20p.

Subject Terms: *MATHEMATICAL optimization, *LINEAR programming, STOCHASTIC approximation, CONCAVE functions, SMOOTHNESS of functions, DISTRIBUTED 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: Jin, Zhuo¹ (AUTHOR) zjin@unimelb.edu.au, Yang, Hailiang² (AUTHOR) hlyang@hku.hk, Yin, G.³ (AUTHOR) gyin@uconn.edu

Superior Title: Insurance: Mathematics & Economics. Jan2021, Vol. 96, p262-275. 14p.

Subject Terms: *MARKOV processes, *ALGORITHMS, BLENDED learning, STOCHASTIC approximation, STOCHASTIC systems, LEVY processes, ITERATIVE learning control

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: LIU, GUANTING¹ guanting.liu64@gmail.com

Superior Title: Bulletin of the Australian Mathematical Society. Aug2023, Vol. 108 Issue 1, p175-176. 2p.

Subject Terms: *STOCHASTIC approximation

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: XIAOJUN CHEN¹ xiaojun.chen@polyu.edu.hk, SHAPIRO, ALEXANDER² alex.shapiro@isye.gatech.edu, HAILIN SUN^1,3 mathhlsun@163.com

Superior Title: SIAM Journal on Optimization. 2019, Vol. 29 Issue 1, p135-161. 27p.

Subject Terms: *RANDOM variables, STOCHASTIC approximation, UNIQUENESS (Mathematics), EQUATIONS, NONCOOPERATIVE games (Mathematics), NONLINEAR equations

Authors: Li, Wenrui¹ (AUTHOR), Ye, Ming^2,3 (AUTHOR), Zhang, Qimin¹ (AUTHOR) zhangqimin64@sina.com, Li, Yan¹ (AUTHOR)

Superior Title: Numerical Methods for Partial Differential Equations. Nov2020, Vol. 36 Issue 6, p1460-1491. 32p.

Subject Terms: *STOCHASTIC approximation, *COMPUTER simulation

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: Chouzenoux, Emilie¹, Pesquet, Jean-Christophe²

Superior Title: IEEE Transactions on Signal Processing. Sep2017, Vol. 65 Issue 18, p4770-4783. 14p.

Subject Terms: *MATHEMATICAL optimization, *ALGORITHMS, STOCHASTIC approximation, LEAST squares, MACHINE learning

Authors: Ren, Jie, Yuan, Huaimin, Zhang, Qimin

Superior Title: Computational Methods in Applied Mathematics; Jul2022, Vol. 22 Issue 3, p685-712, 28p

Subject Terms: AIDS, STOCHASTIC partial differential equations, STOCHASTIC approximation

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