[J1] “Distributional Uncertainty Propagation via Optimal Transport”. IEEE Transactions on Automatic Control. ArXiv version: arxiv:2205.00343. With N. Lanzetti, H. Chen, F. Dörfler.
[J2] “Nash Equilibria, Regularization and Computation in Optimal Transport-Based Distributionally Robust Optimization”. Operations Research. ArXiv version: arxiv.org:2303.03900. With S. Shafiee, F. Dörfler, D. Kuhn.
[J3] “Wasserstein Distributionally Robust Estimation in High Dimensions: Performance Analysis and Optimal Hyperparameter Tuning”. Mathematical Programming. ArXiv version: arxiv.org:2206.13269. With S. Shafiee, F. Dörfler.
[J4] “Learn to Bid as a Price-Maker Wind Power Producer”. IEEE Transactions on Energy Markets, Policy and Regulation, ArXiv version: arxiv:2503.16107. With S. Singhal, M. Fochesato, F. Dörfler.
[J5] “Robustness Against Disturbances in Power Systems Under Frequency Constraints”. IEEE Transactions on Control of Network Systems. ArXiv version: arxiv:1803.00817. With D. Lee, T. L. Vu, K. Turitsyn.
[J6] “Hierarchical and Distributed Monitoring of Voltage Stability in Distribution Networks”. IEEE Transactions on Power Systems. ArXiv version: arxiv.org:1710.10544. With S. Bolognani, F. Dörfler.
[J7] “A Robustness Measure of Transient Stability under Operational Constraints in Power Systems”. IEEE Control System Letters. ArXiv version: arxiv:1803.02896. With D. Lee, T. L. Vu, K. Turitsyn.
[J8] “Revisiting mean estimation over ℓp balls: Is the MLE optimal?”. Under review in The Annals of Statistics. ArXiv version: arxiv:2506.10354. With M.I. Jordan, R. Pathak, A. Ulichney.
[J9] “Minimum Volume Conformal Sets for Multivariate Regression”. Major Revision in Journal of the American Statistical Association (Theory and Methods). ArXiv version: arxiv:2503.19068. With S. Braun, M.I. Jordan, F. Bach.
[J10] “Hedging Against Black Swans in Day-Ahead Renewable Energy Markets". Under Review in Power Systems Computation Conference (PSCC), ArXiv version: arxiv:2510.14328. With B. Bangoura, S. Bolognani, N. Lanzetti, F. Dörfler.
[J11] “Stochastic Optimization with Optimal Importance Sampling”. ArXiv version: arxiv:2504.03560. With B. Van Parys, H. Lam, M.I. Jordan.
[C1] “Conformal Prediction under Levy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations". . Advances in Neural Information Processing Systems (NeurIPS). ArXiv version: arxiv:2502.14105. With Z.O. Wang, J. Zhu, M.I. Jordan, Y. Marzouk.
[C2] “Valid Selection among Conformal Sets”. Advances in Neural Information Processing Systems (NeurIPS). ArXiv version: arxiv:2506.20173. With M. Hegazy, M.I. Jordan, A. Dieuleveut.
[C3] “Capture, Propagate, and Control Distributional Uncertainty”. IEEE Conference on Decision and Control (CDC). ArXiv version: arxiv:2304.02235. With N. Lanzetti, F. Dörfler.
[C4] “Wasserstein Tube MPC with Exact Uncertainty Propagation”. IEEE Conference on Decision and Control (CDC). ArXiv version: arxiv:2304.12093. With M. Fochesato, F. Dörfler, J. Lygeros.
[C5] “A distributed voltage stability margin for power distribution networks”. IFAC World Congress. ArXiv version: arxiv:1612.00207. With S. Bolognani, F. Dörfler.
Contact: liviu.aolaritei@berkeley.edu