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Thesis or Disertation from CaltechDATA

• Zhou, Fengyu (2022) Optimization of Distribution Power Networks: from Single-Phase to Multi-Phase; 10.7907/tg26-9857
• Liang, Chen (2022) Cascading Failures in Power Systems: Modeling, Characterization, and Mitigation; 10.7907/8817-xy25
• Murray, Riley John (2021) Applications of Convex Analysis to Signomial and Polynomial Nonnegativity Problems; 10.7907/vn9x-xj10
• Lee, Zachary Jordan (2021) The Adaptive Charging Network Research Portal: Systems, Tools, and Algorithms; 10.7907/8eqg-e110
• Teke, Oguzhan (2021) Signals on Networks: Random Asynchronous and Multirate Processing, and Uncertainty Principles; 10.7907/44dx-3g83
• Salehi, Fariborz (2021-06-11) Structured Signal Recovery from Nonlinear Measurements with Applications in Phase Retrieval and Linear Classification; 10.7907/1c69-wq71
• Taeb, Armeen (2020) Latent-Variable Modeling: Algorithms, Inference, and Applications; 10.7907/YRF1-7W29
• Abbasi, Ehsan (2020) Universality Laws and Performance Analysis of the Generalized Linear Models; 10.7907/873c-ej41
• Candogan, Utkan Onur (2020) Convex Relaxations for Graph and Inverse Eigenvalue Problems; 10.7907/ZV0D-SW58
• Douik, Ahmed (2020) Riemannian Optimization for Convex and Non-Convex Signal Processing and Machine Learning Applications; 10.7907/jt3c-0m30
• Guo, Linqi (2019) Impact of Transmission Network Topology on Electrical Power Systems; 10.7907/EN8K-W872
• Pang, John Zhen Fu (2019) Online Platforms in Networked Markets: Transparency, Anticipation and Demand Management; 10.7907/XY8M-8D94
• Tang, Yujie (2019) Time-Varying Optimization and Its Application to Power System Operation; 10.7907/6N9W-3J20
• Yi, Lynn Donglin (2019) Statistical Methods for Gene Differential Expression Analysis of RNA-Sequencing; 10.7907/0YE6-2217
• Soh, Yong Sheng (2019) Fitting Convex Sets to Data: Algorithms and Applications; 10.7907/jkmq-b430
• Budninskiy, Maxim A. (2019) Geometry-Driven Model Reduction; 10.7907/0RCX-0369
• Korlakai Vinayak, Ramya (2018) Graph Clustering: Algorithms, Analysis and Query Design; 10.7907/Z9RR1WFK
• Chen, Niangjun (2018) Online Algorithms: From Prediction to Decision; 10.7907/Z95M63W4
• You, Seungil (2016) A Direct Approach to Robustness Optimization; 10.7907/Z9X34VDV
• Farivar, Masoud (2016) Optimization and Control of Power Flow in Distribution Networks; 10.7907/Z9JW8BSM
• Jaganathan, Kishore (2016) Convex Programming-Based Phase Retrieval: Theory and Applications; 10.7907/Z9C82775
• Thrampoulidis, Christos (2016) Recovering Structured Signals in High Dimensions via Non-Smooth Convex Optimization: Precise Performance Analysis; 10.7907/Z998850V
• Thill, Matthew David (2016) Algebraic Techniques in Coding Theory: Entropy Vectors, Frames, and Constrained Coding; 10.7907/Z9F18WNW
• Matni, Nikolai (2016) Distributed Optimal Control of Cyber-Physical Systems: Controller Synthesis, Architecture Design and System Identification; 10.7907/Z99884Z0
• Oymak, Samet (2015) Convex Relaxation for Low-Dimensional Representation: Phase Transitions and Limitations; 10.7907/Z9S46PWX
• Han, Shuo (2014) Optimal Uncertainty Quantification via Convex Optimization and Relaxation; 10.7907/X00K-T615
• Fefferman, William Jason (2014) The Power of Quantum Fourier Sampling; 10.7907/6HJB-MC69
• Horowitz, Matanya Benasher (2014) Efficient Methods for Stochastic Optimal Control; 10.7907/D40A-9E03
• Stobbe, Peter (2013) Convex Analysis for Minimizing and Learning Submodular Set Functions; 10.7907/1A1J-SA64
• Gittens, Alex A. (2013) Topics in Randomized Numerical Linear Algebra; 10.7907/3K1S-R458
• McCoy, Michael Brian (2013) A Geometric Analysis of Convex Demixing; 10.7907/156S-EZ89