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1. First-ish Order Methods: Hessian-aware Scalings of Gradient Descent
   2025/02/06 by Oscar Smee, Smee, Oscar, Fred Roosta +3 · 1 citation
   Computer Science · Physics and Astronomy · #49 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
2. An Overview of the Burer-Monteiro Method for Certifiable Robot Perception
   2024/09/30 by Papalia, Alan, Tian, Yulun, Rosen, David M. +2 · 2 citations
   #49 #68 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.0 #I.5.0 #J.2 #Machine Learning (cs.LG) #Robotics (cs.RO)
3. Asymptotic Nash Equilibria of Finite-State Ergodic Markovian Mean Field Games
   2024/04/17 by Cohen, Asaf, Zell, Ethan · 1 citation
   #49 #60 #90 #FOS: Mathematics #Optimization and Control (math.OC) #Probability (math.PR)
4. The Nonlocal Stefan Problem via a Martingale Transport
   2023/10/07 by Chu, Raymond, Kim, Inwon, Kim, Young-Heon +1 · 1 citation
   #35 #49 #60 #80 #Analysis of PDEs (math.AP) #FOS: Mathematics #Probability (math.PR)
5. Differential Evolution VQE for Crypto-currency Arbitrage. Quantum Optimization with many local minima
   2023/08/02 by Carrascal, Gines, Roman, Beatriz, Botella, Guillermo +1 · 3 citations
   #49 #FOS: Physical sciences #I.6.3 #Quantum Physics (quant-ph)
6. Model Based Reinforcement Learning for Personalized Heparin Dosing
   2023/04/19 by Qinyang He, He, Qinyang, Yonatan Mintz +1 · 2 citations
   Economics, Econometrics and Finance · Medicine · #49 #Atrial Fibrillation Management and Outcomes #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Mathematics #Health Systems, Economic Evaluations, Quality of Life #Healthcare Technology and Patient Monitoring #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Quantitative Methods (q-bio.QM)
7. Non-occurrence of gap for one-dimensional non autonomous functionals
   2022/01/16 by Carlo Mariconda, Mariconda, Carlo · 1 citation
   Computer Science · Mathematics · #49 #49J45 #49N60 #Advanced Mathematical Modeling in Engineering #Differential Equations and Boundary Problems #FOS: Mathematics #Nonlinear Partial Differential Equations #Optimization and Control (math.OC)
8. The Stefan problem and free targets of optimal Brownian martingale transport
   2021/10/08 by Kim, Inwon C., Kim, Young-Heon · 1 citation
   #35 #49 #60 #80 #Analysis of PDEs (math.AP) #FOS: Mathematics #Optimization and Control (math.OC) #Probability (math.PR)
9. Fast Algorithms for Surface Reconstruction from Point Cloud
   2019/07/02 by Yuchen He, Martin Húska, He, Yuchen +5 · 2 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #49 #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
10. A Latent Variational Framework for Stochastic Optimization
    2019/05/05 by Casgrain, Philippe · 1 citation
    #49 #60 #65C30 #65C60 #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #G.3 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR)
11. Feature-Based Aggregation and Deep Reinforcement Learning: A Survey and\n Some New Implementations
    2018/04/12 by Dimitri P. Bertsekas, Bertsekas, Dimitri P. · 2 citations
    Computer Science · #49 #90 #93 #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
12. The underlying connections between identifiability, active subspaces, and parameter space dimension reduction
    2018/02/15 by Andrew F. Brouwer, Brouwer, Andrew F., Marisa C. Eisenberg +1 · 1 citation
    Computer Science · Decision Sciences · Physics and Astronomy · #37 #49 #92 #93 #Dynamical Systems (math.DS) #FOS: Mathematics #Matrix Theory and Algorithms #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design
13. Liftings, Young measures, and lower semicontinuity
    2017/08/14 by Shaw, Giles, Rindler, Filip · 1 citation
    #49 #Analysis of PDEs (math.AP) #FOS: Mathematics #Functional Analysis (math.FA)
14. Variational calculus for diffusions
    2016/07/19 by Hartmann, Kévin · 1 citation
    #49 #60H #FOS: Mathematics #Probability (math.PR)
15. Variational Calculation of Laplace transforms via Entropy on Wiener Space and some Applications
    2014/02/26 by Ustunel, Ali Suleyman · 5 citations
    #49 #60H #FOS: Mathematics #Probability (math.PR)
16. Existence and Soap Film Regularity of Solutions to Plateau's Problem
    2013/10/01 by Harrison, Jenny, Pugh, Harrison · 1 citation
    #28 #46 #49 #Classical Analysis and ODEs (math.CA) #Differential Geometry (math.DG) #FOS: Mathematics
17. On the Linear Convergence of the Alternating Direction Method of Multipliers
    2012/08/20 by Mingyi Hong, Hong, Mingyi, Zhi‐Quan Luo +1 · 12 citations
    Computer Science · Engineering · #49 #90 #Advanced Adaptive Filtering Techniques #Direction-of-Arrival Estimation Techniques #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)