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2020 – today
- 2023
[j61]Xingyu Ren, Michael C. Fu, Steven I. Marcus
:
Stochastic control for organ donations: A review. Syst. Control. Lett. 173: 105476 (2023)- [c40]Xingyu Ren, Michael C. Fu, Steven I. Marcus:
Sensitivity Analysis for Stopping Criteria with Application to Organ Transplantations. WSC 2023: 504-515 - 2022
- [j60]Bhaskar Ramasubramanian, M. A. Rajan, M. Girish Chandra, Rance Cleaveland, Steven I. Marcus:
Resilience to denial-of-service and integrity attacks: A structured systems approach. Eur. J. Control 63: 61-69 (2022) - [i6]Xingyu Ren, Michael C. Fu, Steven I. Marcus:
Optimal Acceptance of Incompatible Kidneys. CoRR abs/2212.01808 (2022) - 2021
- [c39]Peng Wan, Michael C. Fu, Steven I. Marcus:
Sensitivity Analysis and Time-Cost Tradeoffs in Stochastic Activity Networks. WSC 2021: 1-12 - [i5]Bhaskar Ramasubramanian, M. A. Rajan, M. Girish Chandra, Rance Cleaveland, Steven I. Marcus:
Resilience to Denial-of-Service and Integrity Attacks: A Structured Systems Approach. CoRR abs/2109.01224 (2021) - 2020
- [j59]Sina Miran, Alessandro Presacco, Jonathan Z. Simon, Michael C. Fu, Steven I. Marcus, Behtash Babadi:
Dynamic estimation of auditory temporal response functions via state-space models with Gaussian mixture process noise. PLoS Comput. Biol. 16(8) (2020) - [j58]Bhaskar Ramasubramanian, Rance Cleaveland, Steven I. Marcus:
Notions of Centralized and Decentralized Opacity in Linear Systems. IEEE Trans. Autom. Control. 65(4): 1442-1455 (2020) - [j57]Prashanth L. A., Shalabh Bhatnagar, Nirav Bhavsar, Michael C. Fu, Steven I. Marcus:
Random Directions Stochastic Approximation With Deterministic Perturbations. IEEE Trans. Autom. Control. 65(6): 2450-2465 (2020)
2010 – 2019
- 2019
- [c38]Sina Miran, Jonathan Z. Simon, Michael C. Fu, Steven I. Marcus, Behtash Babadi:
Estimation of State-Space Models with Gaussian Mixture Process Noise. DSW 2019: 185-189 - [i4]Bhaskar Ramasubramanian, Rance Cleaveland, Steven I. Marcus:
Notions of Centralized and Decentralized Opacity in Linear Systems. CoRR abs/1903.06869 (2019) - 2018
- [j56]Kun Lin, Cheng Jie, Steven I. Marcus:
Probabilistically distorted risk-sensitive infinite-horizon dynamic programming. Autom. 97: 1-6 (2018) - [j55]Cheng Jie, Prashanth L. A., Michael C. Fu, Steven I. Marcus, Csaba Szepesvári:
Stochastic Optimization in a Cumulative Prospect Theory Framework. IEEE Trans. Autom. Control. 63(9): 2867-2882 (2018) - [c37]James Ferlez, Rance Cleaveland, Steven I. Marcus:
Bisimulation in Behavioral Dynamical Systems and Generalized Synchronization Trees. CDC 2018: 751-758 - [i3]Prashanth L. A., Shalabh Bhatnagar, Nirav Bhavsar, Michael C. Fu, Steven I. Marcus:
Random directions stochastic approximation with deterministic perturbations. CoRR abs/1808.02871 (2018) - 2017
- [j54]Prashanth L. A., Shalabh Bhatnagar, Michael C. Fu, Steven I. Marcus:
Adaptive System Optimization Using Random Directions Stochastic Approximation. IEEE Trans. Autom. Control. 62(5): 2223-2238 (2017) - [c36]Aditya Gopalan, Prashanth L. A., Michael C. Fu, Steven I. Marcus:
Weighted Bandits or: How Bandits Learn Distorted Values That Are Not Expected. AAAI 2017: 1941-1947 - [c35]Bhaskar Ramasubramanian, Rance Cleaveland, Steven I. Marcus:
Opacity for switched linear systems: Notions and characterization. CDC 2017: 5310-5315 - [c34]James Ferlez, Rance Cleaveland, Steven I. Marcus:
Bisimulation and Hennessy-Milner Logic for Generalized Synchronization Trees. EXPRESS/SOS 2017: 35-50 - 2016
- [j53]Kun Lin, Steven I. Marcus:
Cumulative weighting optimization. J. Glob. Optim. 65(3): 487-512 (2016) - [j52]Yufeng Xin, Mark A. Shayman, Richard J. La, Steven I. Marcus:
Reconfiguration of survivable IP over WDM networks. Opt. Switch. Netw. 21: 93-100 (2016) - [c33]Bhaskar Ramasubramanian, Rance Cleaveland, Steven I. Marcus:
A framework for decentralized opacity in linear systems. Allerton 2016: 274-280 - [c32]Bhaskar Ramasubramanian, Rance Cleaveland, Steven I. Marcus:
A framework for opacity in linear systems. ACC 2016: 6337-6344 - [c31]Prashanth L. A., Cheng Jie, Michael C. Fu, Steven I. Marcus, Csaba Szepesvári:
Cumulative Prospect Theory Meets Reinforcement Learning: Prediction and Control. ICML 2016: 1406-1415 - [i2]Aditya Gopalan, Prashanth L. A., Michael C. Fu, Steven I. Marcus:
Weighted bandits or: How bandits learn distorted values that are not expected. CoRR abs/1611.10283 (2016) - 2015
- [c30]Keiichiro Urayama, Michael C. Fu, Steven I. Marcus:
Simulation-based work load and job release control for semiconductor manufacturing. CDC 2015: 7329-7334 - [i1]Prashanth L. A., Cheng Jie, Michael C. Fu, Steven I. Marcus:
Cumulative Prospect Theory Meets Reinforcement Learning: Estimation and Control. CoRR abs/1506.02632 (2015) - 2014
- [j51]Enlu Zhou, Michael C. Fu, Steven I. Marcus:
Particle Filtering Framework for a Class of Randomized Optimization Algorithms. IEEE Trans. Autom. Control. 59(4): 1025-1030 (2014) - [c29]James Ferlez, Rance Cleaveland, Steven I. Marcus:
Generalized Synchronization Trees. FoSSaCS 2014: 304-319 - 2013
- [c28]Kun Lin, Steven I. Marcus:
Dynamic programming with non-convex risk-sensitive measures. ACC 2013: 6778-6783 - [c27]Kin Lin, Steven I. Marcus:
Cumulative weighting optimization: The discrete case. WSC 2013: 992-1003 - 2012
- [j50]Yongqiang Wang, Michael C. Fu, Steven I. Marcus:
A New Stochastic Derivative Estimator for Discontinuous Payoff Functions with Application to Financial Derivatives. Oper. Res. 60(2): 447-460 (2012) - 2011
- [j49]Jiaqiao Hu, Hyeong Soo Chang, Michael C. Fu, Steven I. Marcus:
Dynamic sample budget allocation in model-based optimization. J. Glob. Optim. 50(4): 575-596 (2011) - 2010
- [j48]Hyeong Soo Chang, Jiaqiao Hu, Michael C. Fu, Steven I. Marcus:
Adaptive Adversarial Multi-Armed Bandit Approach to Two-Person Zero-Sum Markov Games. IEEE Trans. Autom. Control. 55(2): 463-468 (2010) - [j47]Enlu Zhou, Michael C. Fu, Steven I. Marcus:
Solving Continuous-State POMDPs via Density Projection. IEEE Trans. Autom. Control. 55(5): 1101-1116 (2010) - [c26]Yongqiang Wang, Michael C. Fu, Steven I. Marcus:
Model-based Evolutionary Optimization. WSC 2010: 1199-1210
2000 – 2009
- 2009
- [c25]Yongqiang Wang, Michael C. Fu, Steven I. Marcus:
Dynamic pricing with continuous stochastic demand. CDC 2009: 8531-8536 - [c24]Yongqiang Wang, Michael C. Fu, Steven I. Marcus:
A new stochastic gradient estimator for American option pricing. ECC 2009: 1191-1196 - [c23]Yongqiang Wang, Michael C. Fu, Steven I. Marcus:
Sensitivity Analysis for Barrier Options. WSC 2009: 1272-1282 - [c22]Enlu Zhou, Lin Kun, Michael C. Fu, Steven I. Marcus:
A Numerical Method for Financial Decision Problems under Stochastic Volatility. WSC 2009: 1299-1310 - 2008
- [j46]Michael C. Fu, Jiaqiao Hu, Steven I. Marcus:
A Model Reference Adaptive Search Method for Stochastic Global Optimization. Commun. Inf. Syst. 8(3): 245-276 (2008) - [j45]Hong-Gi Lee, Ari Arapostathis, Steven I. Marcus:
Necessary and Sufficient Conditions for State Equivalence to a Nonlinear Discrete-Time Observer Canonical Form. IEEE Trans. Autom. Control. 53(11): 2701-2707 (2008) - [c21]Anuj Rawat, Mark A. Shayman, Richard J. La, Steven I. Marcus:
Minimum wavelength assignment for multicast traffic in all-optical WDM tree networks. BROADNETS 2008: 552-559 - [c20]Enlu Zhou, Michael C. Fu, Steven I. Marcus:
A density projection approach to dimension reduction for continuous-state POMDPs. CDC 2008: 5576-5581 - [c19]Enlu Zhou, Michael C. Fu, Steven I. Marcus:
A particle filtering framework for randomized optimization algorithms. WSC 2008: 647-654 - 2007
- [j44]Hyeong Soo Chang, Michael C. Fu, Jiaqiao Hu, Steven I. Marcus:
A survey of some simulation-based algorithms for Markov decision processes. Commun. Inf. Syst. 7(1): 59-92 (2007) - [j43]Jiaqiao Hu, Michael C. Fu, Vahid Reza Ramezani, Steven I. Marcus:
An Evolutionary Random Policy Search Algorithm for Solving Markov Decision Processes. INFORMS J. Comput. 19(2): 161-174 (2007) - [j42]Jiaqiao Hu, Michael C. Fu, Steven I. Marcus:
A Model Reference Adaptive Search Method for Global Optimization. Oper. Res. 55(3): 549-568 (2007) - [j41]Anuj Rawat, Richard J. La, Steven I. Marcus, Mark A. Shayman:
Grooming multicast traffic in unidirectional SONET/WDM rings. IEEE J. Sel. Areas Commun. 25(S-6): 70-83 (2007) - [j40]Hyeong Soo Chang, Michael C. Fu, Jiaqiao Hu, Steven I. Marcus:
An Asymptotically Efficient Simulation-Based Algorithm for Finite Horizon Stochastic Dynamic Programming. IEEE Trans. Autom. Control. 52(1): 89-94 (2007) - [j39]Hyeong Soo Chang, Michael C. Fu, Jiaqiao Hu, Steven I. Marcus:
Recursive Learning Automata Approach to Markov Decision Processes. IEEE Trans. Autom. Control. 52(7): 1349-1355 (2007) - [c18]Hyeong Soo Chang, Michael C. Fu, Steven I. Marcus:
Adversarial multi-armed bandit approach to two-person zero-sum Markov games. CDC 2007: 127-132 - [c17]Jiaqiao Hu, Michael C. Fu, Steven I. Marcus:
A model reference adaptive search method for stochastic optimization with applications to Markov decision processes. CDC 2007: 975-980 - 2006
- [j38]Scott B. Laprise, Michael C. Fu, Steven I. Marcus, Andrew E. B. Lim, Huiju Zhang:
Pricing American-Style Derivatives with European Call Options. Manag. Sci. 52(1): 95-110 (2006) - [c16]Hyeong Soo Chang, Michael C. Fu, Steven I. Marcus:
Adversarial Multi-Armed Bandit Approach to Stochastic Optimization. CDC 2006: 5681-5686 - [c15]Yufeng Xin, Mark A. Shayman, Richard J. La, Steven I. Marcus:
Reconfiguration of Survivable MPLS/WDM Networks. GLOBECOM 2006 - 2005
- [j37]Hyeong Soo Chang, Michael C. Fu, Jiaqiao Hu, Steven I. Marcus:
An Adaptive Sampling Algorithm for Solving Markov Decision Processes. Oper. Res. 53(1): 126-139 (2005) - [j36]Vahid Reza Ramezani, Steven I. Marcus:
Risk-sensitive probability for Markov chains. Syst. Control. Lett. 54(5): 493-502 (2005) - [j35]Hyeong Soo Chang, Hong-Gi Lee, Michael C. Fu, Steven I. Marcus:
Evolutionary policy iteration for solving Markov decision processes. IEEE Trans. Autom. Control. 50(11): 1804-1808 (2005) - [c14]Hyeong Soo Chang, Michael C. Fu, Steven I. Marcus:
Recursive Learning Automata for Control of Partially Observable Markov Decision Processes. CDC/ECC 2005: 6091-6096 - [c13]Ying He, Michael C. Fu, Steven I. Marcus:
A Two-Timescale Simulation-Based Gradient Algorithm for Weighted Cost Markov Decision Processes. CDC/ECC 2005: 8022-8027 - [c12]Jiaqiao Hu, Michael C. Fu, Steven I. Marcus:
Stochastic optimization using model reference adaptive search. WSC 2005: 811-818 - 2004
- [c11]Vahid Reza Ramezani, Steven I. Marcus, Michael C. Fu:
Structured risk-sensitivity for partially observed Markov chains. CDC 2004: 3473-3478 - [c10]Vahid Reza Ramezani, Steven I. Marcus, Michael C. Fu:
Risk and Information in the Estimation of Hidden Markov Models. WSC 2004: 1596-1601 - 2003
- [j34]Hyeong Soo Chang, Pedram Jaefari Fard, Steven I. Marcus, Mark A. Shayman:
Multitime scale Markov decision processes. IEEE Trans. Autom. Control. 48(6): 976-987 (2003) - [j33]Ying He, Michael C. Fu, Steven I. Marcus:
Convergence of simultaneous perturbation stochastic approximation for nondifferentiable optimization. IEEE Trans. Autom. Control. 48(8): 1459-1463 (2003) - [j32]Hong-Gi Lee, Ari Arapostathis, Steven I. Marcus:
Linearization of discrete-time systems via restricted dynamic feedback. IEEE Trans. Autom. Control. 48(9): 1646-1650 (2003) - [j31]Hyeong Soo Chang, Steven I. Marcus:
Two-person zero-sum Markov games: receding horizon approach. IEEE Trans. Autom. Control. 48(11): 1951-1961 (2003) - [j30]Shalabh Bhatnagar, Michael C. Fu, Steven I. Marcus, I-Jeng Wang:
Two-timescale simultaneous perturbation stochastic approximation using deterministic perturbation sequences. ACM Trans. Model. Comput. Simul. 13(2): 180-209 (2003) - [c9]Hong-Gi Lee, Ari Arapostathis, Steven I. Marcus:
An algorithm for linearization of discrete-time systems via restricted dynamic feedback. CDC 2003: 1362-1367 - [c8]Hyeong Soo Chang, Michael C. Fu, Steven I. Marcus:
An asymptotically efficient algorithm for finite horizon stochastic dynamic programming problems. CDC 2003: 3818-3823 - 2002
- [j29]Xi-Ren Cao, Zhiyuan Ren, Shalabh Bhatnagar, Michael C. Fu, Steven I. Marcus:
A time aggregation approach to Markov decision processes. Autom. 38(6): 929-943 (2002) - [j28]Vahid Reza Ramezani, Steven I. Marcus:
Estimation of hidden markov models: risk-sensitive filter banks and qualitative analysis of their sample paths. IEEE Trans. Autom. Control. 47(12): 1999-2009 (2002) - [j27]Javad Razavilar, K. J. Ray Liu, Steven I. Marcus:
Jointly optimized bit-rate/delay control policy for wireless packet networks with fading channels. IEEE Trans. Commun. 50(3): 484-494 (2002) - [c7]Hyeong Soo Chang, Steven I. Marcus:
Receding horizon approach to Markov games for infinite horizon discounted cost. CDC 2002: 1380-1385 - [c6]Hyeong Soo Chang, Pedram Jaefari Fard, Steven I. Marcus, Mark A. Shayman:
A model for multi-time scaled sequential decision making processes. CDC 2002: 3813-3818 - 2001
- [j26]Shalabh Bhatnagar, Michael C. Fu, Steven I. Marcus, Pedram Jaefari Fard:
Optimal structured feedback policies for ABR flow control using two-timescale SPSA. IEEE/ACM Trans. Netw. 9(4): 479-491 (2001) - [c5]Scott B. Laprise, Michael C. Fu, Steven I. Marcus, Andrew E. B. Lim:
A new approach to pricing American-style derivatives. WSC 2001: 329-337 - 2000
- [j25]Michael C. Fu, Steven I. Marcus, I-Jeng Wang:
Monotone Optimal Policies for a Transient Queueing Staffing Problem. Oper. Res. 48(2): 327-331 (2000) - [j24]Stefano P. Coraluppi, Steven I. Marcus:
Mixed risk-neutral/minimax control of discrete-time, finite-state Markov decision processes. IEEE Trans. Autom. Control. 45(3): 528-532 (2000)
1990 – 1999
- 1999
- [j23]Stefano P. Coraluppi, Steven I. Marcus:
Risk-sensitive and minimax control of discrete-time, finite-state Markov decision processes. Autom. 35(2): 301-309 (1999) - [j22]Vijay Kumar Garg, Ratnesh Kumar, Steven I. Marcus:
A probabilistic language formalism for stochastic discrete-event systems. IEEE Trans. Autom. Control. 44(2): 280-293 (1999) - [j21]Daniel Hernández-Hernández, Steven I. Marcus, Pedram Jaefari Fard:
Analysis of a risk-sensitive control problem for hidden Markov chains. IEEE Trans. Autom. Control. 44(5): 1093-1100 (1999) - 1998
- [j20]Ratnesh Kumar, Hok M. Cheung, Steven I. Marcus:
Extension based Limited Lookahead Supervision of Discrete Event Systems. Autom. 34(11): 1327-1344 (1998) - 1997
- [j19]Ratnesh Kumar, Sudhir Nelvagal, Steven I. Marcus:
A Discrete Event Systems Approach for Protocol Conversion. Discret. Event Dyn. Syst. 7(3): 295-315 (1997) - [j18]Emmanuel Fernández-Gaucherand, Steven I. Marcus:
Risk-sensitive optimal control of hidden Markov models: structural results. IEEE Trans. Autom. Control. 42(10): 1418-1422 (1997) - 1996
- [j17]Ratnesh Kumar, Vijay K. Garg, Steven I. Marcus:
Corrections to "Finite buffer realization of input-output discrete event systems". IEEE Trans. Autom. Control. 41(4): 625-627 (1996) - 1995
- [j16]Ratnesh Kumar, Vijay K. Garg, Steven I. Marcus:
Finite buffer realization of input-output discrete-event systems. IEEE Trans. Autom. Control. 40(6): 1042-1053 (1995) - [j15]Mohendro Kumar Ghosh, Ari Arapostathis, Steven I. Marcus:
A note on an LQG regulator with Markovian switching and pathwise average cost. IEEE Trans. Autom. Control. 40(11): 1919-1921 (1995) - [c4]Mrinal K. Ghosh, Steven I. Marcus, Aristotle Arapostathis:
Controlled Switching Diffusions as Hybrid Processes. Hybrid Systems 1995: 64-75 - 1994
- [j14]Emmanuel Fernández-Gaucherand, Mrinal K. Ghosh, Steven I. Marcus:
Controlled Markov processes on the infinite planning horizon: Weighted and overtaking cost criteria. Math. Methods Oper. Res. 39(2): 131-155 (1994) - 1993
- [j13]Ratnesh Kumar, Vijay K. Garg, Steven I. Marcus:
Predicates and predicate transformers for supervisory control of discrete event dynamical systems. IEEE Trans. Autom. Control. 38(2): 232-247 (1993) - [j12]Emmanuel Fernández-Gaucherand, Aristotle Arapostathis, Steven I. Marcus:
Analysis of an adaptive control scheme for a partially observed controlled Markov chain. IEEE Trans. Autom. Control. 38(6): 987-993 (1993) - 1992
- [j11]Mrinal K. Ghosh, Steven I. Marcus:
On strong average optimality of markov decision processes with unbounded costs. Oper. Res. Lett. 11(2): 99-104 (1992) - 1991
- [j10]Emmanuel Fernández-Gaucherand, Aristotle Arapostathis, Steven I. Marcus:
On the average cost optimality equation and the structure of optimal policies for partially observable Markov decision processes. Ann. Oper. Res. 29(1): 439-469 (1991) - [j9]Enrique L. Sernik, Steven I. Marcus:
On the computation of the optimal cost function for discrete time Markov models with partial observations. Ann. Oper. Res. 29(1): 471-511 (1991) - [j8]Ian D. Walker, Robert A. Freeman, Steven I. Marcus:
Analysis of Motion and Internal Loading of Objects Grasped by Multiple Cooperating Manipulators. Int. J. Robotics Res. 10(4): 396-409 (1991) - 1990
- [j7]Aristotle Arapostathis, Steven I. Marcus:
Analysis of an identification algorithm arising in the adaptive estimation of Markov chains. Math. Control. Signals Syst. 3(1): 1-29 (1990)
1980 – 1989
- 1989
- [j6]Ian D. Walker, Steven I. Marcus, Robert A. Freeman:
Distribution of dynamic loads for multiple cooperating robot manipulators. J. Field Robotics 6(1): 35-47 (1989) - [j5]Hangju Cho, Steven I. Marcus:
On supremal languages of classes of sublanguages that arise in supervisor synthesis problems with partial observation. Math. Control. Signals Syst. 2(1): 47-69 (1989) - [j4]Hangju Cho, Steven I. Marcus:
Supremal and Maximal Sublanguages Arising in Supervisor Synthesis Problems with Partial Observations. Math. Syst. Theory 22(3): 177-211 (1989) - [c3]Ian D. Walker, Robert A. Freeman, Steven I. Marcus:
Internal object loading for multiple cooperating robot manipulators. ICRA 1989: 606-611 - 1988
- [j3]Ian D. Walker, Steven I. Marcus:
Subtask performance by redundancy resolution for redundant robot manipulators. IEEE J. Robotics Autom. 4(3): 350-354 (1988) - [c2]Ian D. Walker, Robert A. Freeman, Steven I. Marcus:
Dynamic task distribution for multiple cooperating robot manipulators. ICRA 1988: 1288-1290 - 1983
- [c1]Steven I. Marcus, G. Jack Lipovski:
Lookahead network priority protocols. SIGCOMM 1983: 269-274
1970 – 1979
- 1978
- [j2]Steven I. Marcus:
Modeling and analysis of stochastic differential equations driven by point processes. IEEE Trans. Inf. Theory 24(2): 164-172 (1978) - [j1]Steven I. Marcus, K. Kohanbash:
Fourier series and estimation: An application to optical phase tracking (Corresp.). IEEE Trans. Inf. Theory 24(6): 775-779 (1978) - 1975
- [b1]Steven I. Marcus:
Estimation and analysis of nonlinear stochastic systems. Massachusetts Institute of Technology, Cambridge, MA, USA, 1975
Coauthor Index
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