| 2025 | CISS | Simulation-Based Optimization for Policy Incentives and Planning of Hybrid Microgrids. | Nanrui Gong, James C. Spall |
| 2025 | CISS | Comparative Confidence Regions using Expected and Observed Fisher Information. | Geng Zhang, James C. Spall |
| 2023 | CISS | Performance Analysis of Model-Free Control and PID Control on a Class of Nonlinear MIMO Systems. | James Cheng Peng, James C. Spall |
| 2023 | CISS | Langevin Monte Carlo with SPSA-approximated Gradients. | Shiqing Sun, James C. Spall |
| 2021 | CISS | Model-Free Optimal Control using SPSA with Complex Variables. | Long Wang, Jingyi Zhu, James C. Spall |
| 2021 | CISS | Comparison between Expected and Observed Fisher Information in Interval Estimation. | Sihang Jiang, James C. Spall |
| 2021 | CISS | Connection of Diagonal Hessian Estimates to Natural Gradients in Stochastic Optimization. | Shiqing Sun, James C. Spall |
| 2021 | CISS | Improved Monte Carlo Estimation of the Fisher Information Matrix with Independent Perturbations. | Xuan Wu, James C. Spall |
| 2019 | CISS | Distribution Estimation for Stochastic Approximation in Finite Samples Using A Surrogate Stochastic Differential Equation Method. | Shuyu Liu, Yingze Hou, James C. Spall |
| 2019 | CISS | Error Estimation for the Particle Filter. | Ziyu Liu, James C. Spall |
| 2017 | CISS | Efficient computation of the Fisher information matrix in the EM algorithm. | Lingyao Meng, James C. Spall |
| 2016 | CISS | Efficient implementation of enhanced adaptive simultaneous perturbation algorithms. | Pushpendre Rastogi, Jingyi Zhu, James C. Spall |
| 2015 | CISS | Error bound analysis of the least-mean-squares algorithm in linear models. | Jingyi Zhu, James C. Spall |
| 2015 | WSC | Integrated stochastic optimization and statistical experimental design for multi-robot target tracking. | Timothy H. Chung, James C. Spall |
| 2013 | CISS | Maximum likelihood-based estimation of parameters in systems with binary subsystems. | James C. Spall |
| 2011 | CISS | Cyclic seesaw optimization with applications to state-space model identification. | James C. Spall |
| 2009 | CISS | Preliminary results in comparing the expected and observed Fisher information for maximum likelihood estimates. | Xumeng Cao, James C. Spall |
| 2009 | CISS | On Monte Carlo methods for estimating the fisher information matrix in difficult problems. | James C. Spall |
| 2007 | ACC | Variance of Bounds in Inequality-Based Reliability Estimates. | Stacy D. Hill, James C. Spall |
| 2007 | CISS | Feedback and Weighting Mechanisms for Improving Jacobian Estimates in the Adaptive Simultaneous Perturbation Algorithm. | James C. Spall |
| 1999 | CEC | Theoretical comparisons of evolutionary computation and other optimization approaches. | James C. Spall, Stacy D. Hill, David R. Stark |
| 1999 | WSC | Stochastic optimization and the simultaneous perturbation method. | James C. Spall |
| 1995 | WSC | Stochastic Version of Second-Order (Newton-Raphson) Optimization Using only Function Measurements. | James C. Spall |
| 1994 | WSC | Developments in stochastic optimization algorithms with gradient approximations based on function measurements. | James C. Spall |