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: 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: 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, 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: L. A., Prashanth¹, Bhatnagar, Shalabh², Fu, Michael³, Marcus, Steve⁴

Superior Title: IEEE Transactions on Automatic Control. May2017, Vol. 62 Issue 5, p2223-2238. 16p.

Subject Terms: *STOCHASTIC processes, *APPROXIMATION theory, *DIFFERENTIAL equations, STOCHASTIC approximation, SYMMETRY, ASYMPTOTIC theory of algebraic ideals

Authors: Stankovic, Milos S.¹, Ilic, Nemanja¹, Stankovic, Srdjan S.¹

Superior Title: IEEE Transactions on Automatic Control. Dec2016, Vol. 61 Issue 12, p4069-4074. 6p.

Subject Terms: *STOCHASTIC convergence, STOCHASTIC approximation, DISTRIBUTED algorithms, ORDINARY differential equations, COMPUTER simulation

Authors: Diddigi, Raghuram Bharadwaj, Kamanchi, Chandramouli, Bhatnagar, Shalabh

Superior Title: IEEE Transactions on Automatic Control; Sep2022, Vol. 67 Issue 9, p4816-4823, 8p

Subject Terms: ZERO sum games, MARKOV processes, STOCHASTIC approximation, ALGORITHMS, RELAXATION techniques

Authors: Ramaswamy, Arunselvan, Redder, Adrian, Quevedo, Daniel E.

Superior Title: IEEE Transactions on Automatic Control

Subject Terms: Age-of-information (AoI), approximate distributed gradient methods, distributed optimization, stochastic approximation algorithms, time-varying communication network topologies, unbounded stochastic communication delays

File Description: application/pdf

Relation: https://eprints.qut.edu.au/234995/1/114820627.pdf; Ramaswamy, Arunselvan, Redder, Adrian, & Quevedo, Daniel E. (2022) Optimization Over Time-Varying Networks and Unbounded Information Delays. IEEE Transactions on Automatic Control, 67(8), pp. 4131-4137.; https://eprints.qut.edu.au/234995/; Faculty of Engineering; School of Electrical Engineering & Robotics

Availability: https://doi.org/10.1109/TAC.2021.3108492
https://eprints.qut.edu.au/234995/

Authors: Krishnamurthy, Vikram, Yin, George

Superior Title: IEEE Transactions on Automatic Control; Apr2022, Vol. 67 Issue 4, p1792-1805, 14p

Subject Terms: MEAN square algorithms, MACHINE learning, KERNEL functions, STOCHASTIC approximation, LEAST squares, MONTE Carlo method

Authors: Huang, Lirong, Hjalmarsson, Hakan

Superior Title: IEEE Transactions on Automatic Control. Aug2015, Vol. 60 Issue 8, p2242-2247. 6p.

Subject Terms: *ALGORITHMS, *STOCHASTIC convergence, *APPROXIMATION theory, RECURSIVE functions, STOCHASTIC approximation

Authors: Yuan, Quan, Yin, George

Superior Title: IEEE Transactions on Automatic Control. Jul2015, Vol. 60 Issue 7, p1760-1773. 14p.

Subject Terms: *STOCHASTIC convergence, STOCHASTIC approximation, PARTICLE swarm optimization, ASYMPTOTIC controllability, ASYMPTOTIC distribution

Authors: Lei, Jinlong, Chen, Han-Fu

Superior Title: IEEE Transactions on Automatic Control. Jun2015, Vol. 60 Issue 6, p1641-1646. 6p.

Subject Terms: *ALGORITHMS, STOCHASTIC approximation, RANDOMIZATION (Statistics), ROBUST control, NUMERICAL analysis

Authors: Granichin, Oleg, Amelina, Natalia

Superior Title: IEEE Transactions on Automatic Control. Jun2015, Vol. 60 Issue 6, p1653-1658. 6p.

Subject Terms: *MATHEMATICAL optimization, PERTURBATION theory, STOCHASTIC approximation, DIMENSIONAL reduction algorithms, TIME-varying systems