H. D. Kaushik, R. A. Jacob, S. Chowdhury, and J. Zhang, Grid Restoration Under Uncertainty Considering Coupled Transportation-Power Networks. (under review) 2024.
S. Badakhshan, H. D. Kaushik, and J. Zhang, Stochastic Optimization of Small Modular Reactor and Battery Sizing for Maritime Decarbonization Under Voyage Uncertainties. (under review) 2024.
H. D. Kaushik, J. Wang, R. A. Jacob, and J. Zhang, Electric Vehicle Charger Infrastructure Planning: Integrating Demand Estimation, Coverage Optimization, and Grid Load Management (under review) 2024.
J. Wang, H. D. Kaushik, and J. Zhang, Optimal Planning of Electric Vehicle Charging Stations: Integrating Public Charging Networks and Transportation Congestion, IEEE Kansas Power and Energy Conference (KPEC), Manhattan, Kansas, April 25 - 26, 2024.
H. D. Kaushik, R. A. Jacob, S. Chowdhury, J. Zhang, Distribution Network Restoration: Resource Scheduling Considering Coupled Transportation-Power Networks, IEEE Kansas Power and Energy Conference (KPEC), Manhattan, Kansas, April 25 - 26, 2024.
H. D. Kaushik, S. Samadi, and F. Yousefian, An Incremental Gradient Method for Optimization Problems with Variational Inequality Constraints, IEEE Transactions on Automatic Control, April 2023. [arXiv]
A. Al-Tawaha, H. D. Kaushik, and M. Jin, Decision-focused learning for inverse noncooperative games: Generalization bounds and convergence analysis, accepted for IFAC World Congress, March 2023.
M. Jin, V. Khattar, H. D. Kaushik, B. Sel, and R. Jia, On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds, accepted at the 36th AAAI Conference on Artificial Intelligence (AAAI-23), January 2023.
H. D. Kaushik and M. Jin, Iterative Implicit Gradients for Nonconvex Optimization with Variational Inequality Constraints, submitted March. 2022. [arXiv]
H. D. Kaushik and F. Yousefian, A Method with Convergence Rates for Optimization Problems with Variational Inequality Constraints, SIAM Journal on Optimization, 31 (3), 2171–2198, 2021. doi: 10.1137/20M1357378 . [Link]
H. D. Kaushik and F. Yousefian, An Incremental Gradient Method for Large-scale Distributed Nonlinearly Constrained Optimization, 2021 American Control Conference (ACC), 2021, pp. 953–958. [Link]
H. D. Kaushik and F. Yousefian, A Randomized Block Coordinate Iterative Regularized Subgradient Method for High-dimensional Ill-posed Convex Optimization, in 2019 American Control Conference (ACC), Philadelphia, PA, USA, 2019, pp. 3420–3425. [Link]
F. Yousefian, J. Yevale, and H. D. Kaushik, Distributed Randomized Block Stochastic Gradient Tracking Method, submitted Oct. 2021. [arXiv]
P. Ramu and H. D. Kaushik, A log-third order polynomial normal transformation approach for high-reliability estimation with scarce samples, International Journal of Reliability and Safety, 14 (1), 14–38, 2020. [Link]
H. D. Kaushik, R. Mohan, and K.A. Prakash, Utilization of wind shear for powering unmanned aerial vehicles in surveillance application: A numerical optimization study, Energy Procedia, 90, 349–359, 2016. [Link]
Conference Presentations
Decision-focused utility learning”, INFORMS Annual Meeting 2022, Indianapolis, IN (Oct. 16th, 2022).
Guest Lecture for an Advanced Machine Learning Course, ECE 5424 - Virginia Tech (April 21st, 2022).
“Decision-focused Utility Learning”, Poster presentation at the CPES-PEC Conference, Virginia Tech (April 14th, 2022).
"Distributed optimization problems with variational inequality constraints: algorithms, complexity analysis, and applications", INFORMS Annual Meeting 2021, online (Oct 24th, 2021).
"An incremental gradient method for large-scale distributed nonlinearly constrained optimization", American Control Conference 2021, online (May 25th, 2021).
"An incremental gradient method for large-scale distributed nonlinearly constrained optimization", INFORMS Annual Meeting 2020 (Nov. 13th, 2020).
"First-order methods for optimization over the solution set of variational inequality problems", INFORMS Annual Meeting 2019, Seattle, WA (Oct. 22nd, 2019).
"A randomized block coordinate iterative regularized subgradient method for high-dimensional ill-posed convex optimization", American Control Conference 2019 , Philadelphia, PA (Jul. 11th, 2019).
"A first order method for high-dimensional ill-posed optimization problems", INFORMS Annual Meeting 2018, Phoenix, AZ (Nov. 5th, 2018).
"Utilization of wind shear for powering unmanned aerial vehicles in surveillance application: A numerical optimization study", 5th International Conference on Advances in Energy Research, ICAER 2015, Mumbai, India (Dec. 16th, 2015).