Dimitris Bertsimas, Georgios Margaritis: Global Optimization: A Machine Learning Approach arxiv.org/abs/2311.01742 arxiv.org/pdf/2311.01742
arXiv math.OC Optimization and Control
83.1K posts
- V. S. Mikhalevich, A. M. Gupal, V. I. Norkin: Methods of Nonconvex Optimization arxiv.org/abs/2406.10406 arxiv.org/pdf/2406.10406
- Daniel Kuhn, Soroosh Shafiee, Wolfram Wiesemann: Distributionally Robust Optimization arxiv.org/abs/2411.02549 arxiv.org/pdf/2411.02549
- Maxim Raginsky: A variational approach to sampling in diffusion processes arxiv.org/abs/2405.00126 arxiv.org/pdf/2405.00126
- Veronica Piccialli, Jan Schwiddessen, Antonio M. Sudoso: Optimization meets Machine Learning: An Exact Algorithm for Semi-Supervised Support Vector Machines arxiv.org/abs/2312.09789 arxiv.org/pdf/2312.09789
- Simge Küçükyavuz, Ruiwei Jiang: Chance-Constrained Optimization: A Review of Mixed-Integer Conic Formulations and Applications arxiv.org/abs/2101.08746 arxiv.org/pdf/2101.08746
- Jaeyeon Kim, Chanwoo Park, Asuman Ozdaglar, Jelena Diakonikolas, Ernest K. Ryu: Mirror Duality in Convex Optimization arxiv.org/abs/2311.17296 arxiv.org/pdf/2311.17296
- Bahar Taskesen: Optimal Transport on Lie Group Orbits arxiv.org/abs/2508.09377 arxiv.org/pdf/2508.09377 arxiv.org/html/2508.09377
- Eric Schmid: Applied Sheaf Theory For Multi-agent Artificial Intelligence (... arxiv.org/abs/2504.17700 Mirko Fiacchini, et al.: Recursive feasibility for stochastic MPC and the rationale beh... arxiv.org/abs/2504.17718 en.wikipedia.org/wiki/Mathemati…
- Ahmed Khaled, Chi Jin: Tuning-Free Stochastic Optimization arxiv.org/abs/2402.07793 arxiv.org/pdf/2402.07793
- Mengqi Hu, Bian Li, Yi-An Ma, Yifei Lou, Xiu Yang: A Gradient-Based Optimization Method Using the Koopman Operator arxiv.org/abs/2312.14361 arxiv.org/pdf/2312.14361
- Thosten Koch, Timo Berthold, Jaap Pedersen, Charlie Vanaret: Progress in Mathematical Programming Solvers from 2001 to 2020 arxiv.org/abs/2206.09787 arxiv.org/pdf/2206.09787
- Yurii Nesterov: Primal subgradient methods with predefined stepsizes arxiv.org/abs/2311.13838 arxiv.org/pdf/2311.13838
- Dimitris Bertsimas, Bartolomeo Stellato : Online Mixed-Integer Optimization in Milliseconds arxiv.org/abs/1907.02206 arxiv.org/pdf/1907.02206
