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