Reading in Progress
| Priority | Power System | Optimization | Machine Learning | Dynamics and Control | Status |
|---|---|---|---|---|---|
| High | [1] | [2] | [3] [4] | ||
| Mid | [5] | ||||
| Low | [6] [7] |
Sundar, Kaarthik, Harsha Nagarajan, Line Roald, Sidhant Misra, Russell Bent, and Daniel Bienstock. “Chance-Constrained Unit Commitment with N-1 Security and Wind Uncertainty.” IEEE Transactions on Control of Network Systems (2019). ↩
Thomas, Philip S., Bruno Castro da Silva, Andrew G. Barto, and Emma Brunskill. “On ensuring that intelligent machines are well-behaved.” arXiv preprint arXiv:1708.05448 (2017). ↩
Bertsimas, Dimitris, and Martin S. Copenhaver. “Characterization of the equivalence of robustification and regularization in linear and matrix regression.” European Journal of Operational Research 270, no. 3 (2018): 931-942. ↩
Xie, Weijun, and Xinwei Deng. “The CCP selector: Scalable algorithms for sparse ridge regression from chance-constrained programming.” arXiv preprint arXiv:1806.03756 (2018). ↩
Statistical machine learning and convex optimization, https://www.di.ens.fr/~fbach/fbach_mlss_2018.pdf ↩
Francis Bach, Stochastic Variance-Reduced Optimization for Machine Learning, part1, part2 ↩