@other{https://resolver.caltech.edu/CaltechTHESIS:06032022-035416994, title = "Cascading Failures in Power Systems: Modeling, Characterization, and Mitigation", year = "2022", url = "https://resolver.caltech.edu/CaltechTHESIS:06032022-035416994", id = "record", doi = "10.7907/8817-xy25" } @other{https://resolver.caltech.edu/CaltechTHESIS:06012022-005449566, title = "Optimization of Distribution Power Networks: from Single-Phase to Multi-Phase", year = "2022", url = "https://resolver.caltech.edu/CaltechTHESIS:06012022-005449566", id = "record", doi = "10.7907/tg26-9857" } @other{https://resolver.caltech.edu/CaltechTHESIS:05172021-044724906, title = "Structured Signal Recovery from Nonlinear Measurements with Applications in Phase Retrieval and Linear Classification", year = "2021", url = "https://resolver.caltech.edu/CaltechTHESIS:05172021-044724906", id = "record", doi = "10.7907/1c69-wq71" } @other{https://resolver.caltech.edu/CaltechTHESIS:05282021-174411678, title = "The Adaptive Charging Network Research Portal: Systems, Tools, and Algorithms", year = "2021", url = "https://resolver.caltech.edu/CaltechTHESIS:05282021-174411678", id = "record", doi = "10.7907/8eqg-e110" } @other{https://resolver.caltech.edu/CaltechTHESIS:05202021-194439071, title = "Applications of Convex Analysis to Signomial and Polynomial Nonnegativity Problems", year = "2021", url = "https://resolver.caltech.edu/CaltechTHESIS:05202021-194439071", id = "record", doi = "10.7907/vn9x-xj10" } @other{https://resolver.caltech.edu/CaltechTHESIS:09242020-094028488, title = "Signals on Networks: Random Asynchronous and Multirate Processing, and Uncertainty Principles", year = "2021", url = "https://resolver.caltech.edu/CaltechTHESIS:09242020-094028488", id = "record", doi = "10.7907/44dx-3g83" } @other{https://resolver.caltech.edu/CaltechTHESIS:09222019-132051506, title = "Latent-Variable Modeling: Algorithms, Inference, and Applications", year = "2020", url = "https://resolver.caltech.edu/CaltechTHESIS:09222019-132051506", id = "record", doi = "10.7907/YRF1-7W29" } @other{https://resolver.caltech.edu/CaltechTHESIS:06012020-120425051, title = "Riemannian Optimization for Convex and Non-Convex Signal Processing and Machine Learning Applications", year = "2020", url = "https://resolver.caltech.edu/CaltechTHESIS:06012020-120425051", id = "record", doi = "10.7907/jt3c-0m30" } @other{https://resolver.caltech.edu/CaltechTHESIS:01152020-210801253, title = "Convex Relaxations for Graph and Inverse Eigenvalue Problems", year = "2020", url = "https://resolver.caltech.edu/CaltechTHESIS:01152020-210801253", id = "record", doi = "10.7907/ZV0D-SW58" } @other{https://resolver.caltech.edu/CaltechTHESIS:06092020-005908250, title = "Universality Laws and Performance Analysis of the Generalized Linear Models", year = "2020", url = "https://resolver.caltech.edu/CaltechTHESIS:06092020-005908250", id = "record", doi = "10.7907/873c-ej41" } @other{https://resolver.caltech.edu/CaltechTHESIS:01222019-221628111, title = "Time-Varying Optimization and Its Application to Power System Operation", year = "2019", url = "https://resolver.caltech.edu/CaltechTHESIS:01222019-221628111", id = "record", doi = "10.7907/6N9W-3J20" } @other{https://resolver.caltech.edu/CaltechTHESIS:10102018-143313907, title = "Statistical Methods for Gene Differential Expression Analysis of RNA-Sequencing", year = "2019", url = "https://resolver.caltech.edu/CaltechTHESIS:10102018-143313907", id = "record", doi = "10.7907/0YE6-2217" } @other{https://resolver.caltech.edu/CaltechTHESIS:09282018-091842941, title = "Fitting Convex Sets to Data: Algorithms and Applications", year = "2019", url = "https://resolver.caltech.edu/CaltechTHESIS:09282018-091842941", id = "record", doi = "10.7907/jkmq-b430" } @other{https://resolver.caltech.edu/CaltechTHESIS:12102018-011614041, title = "Geometry-Driven Model Reduction", year = "2019", url = "https://resolver.caltech.edu/CaltechTHESIS:12102018-011614041", id = "record", doi = "10.7907/0RCX-0369" } @other{https://resolver.caltech.edu/CaltechTHESIS:03132019-143428796, title = "Online Platforms in Networked Markets: Transparency, Anticipation and Demand Management", year = "2019", url = "https://resolver.caltech.edu/CaltechTHESIS:03132019-143428796", id = "record", doi = "10.7907/XY8M-8D94" } @other{https://resolver.caltech.edu/CaltechTHESIS:05312019-191005982, title = "Impact of Transmission Network Topology on Electrical Power Systems", year = "2019", url = "https://resolver.caltech.edu/CaltechTHESIS:05312019-191005982", id = "record", doi = "10.7907/EN8K-W872" } @other{https://resolver.caltech.edu/CaltechTHESIS:10182017-210853845, title = "Online Algorithms: From Prediction to Decision ", year = "2018", url = "https://resolver.caltech.edu/CaltechTHESIS:10182017-210853845", id = "record", doi = "10.7907/Z95M63W4" } @other{https://resolver.caltech.edu/CaltechTHESIS:09222017-130217881, title = "Graph Clustering: Algorithms, Analysis and Query Design", year = "2018", url = "https://resolver.caltech.edu/CaltechTHESIS:09222017-130217881", id = "record", doi = "10.7907/Z9RR1WFK" } @other{https://resolver.caltech.edu/CaltechTHESIS:12092015-021431773, title = "Optimization and Control of Power Flow in Distribution Networks", year = "2016", url = "https://resolver.caltech.edu/CaltechTHESIS:12092015-021431773", id = "record", doi = "10.7907/Z9JW8BSM" } @other{https://resolver.caltech.edu/CaltechTHESIS:08122015-172710296, title = "A Direct Approach to Robustness Optimization", year = "2016", url = "https://resolver.caltech.edu/CaltechTHESIS:08122015-172710296", id = "record", doi = "10.7907/Z9X34VDV" } @other{https://resolver.caltech.edu/CaltechTHESIS:09042015-171723764, title = "Algebraic Techniques in Coding Theory: Entropy Vectors, Frames, and Constrained Coding", year = "2016", url = "https://resolver.caltech.edu/CaltechTHESIS:09042015-171723764", id = "record", doi = "10.7907/Z9F18WNW" } @other{https://resolver.caltech.edu/CaltechTHESIS:03312016-100604768, title = "Distributed Optimal Control of Cyber-Physical Systems: Controller Synthesis, Architecture Design and System Identification", year = "2016", url = "https://resolver.caltech.edu/CaltechTHESIS:03312016-100604768", id = "record", doi = "10.7907/Z99884Z0" } @other{https://resolver.caltech.edu/CaltechTHESIS:05312016-051759406, title = "Convex Programming-Based Phase Retrieval: Theory and Applications", year = "2016", url = "https://resolver.caltech.edu/CaltechTHESIS:05312016-051759406", id = "record", doi = "10.7907/Z9C82775" } @other{https://resolver.caltech.edu/CaltechTHESIS:06032016-144604076, title = "Recovering Structured Signals in High Dimensions via Non-Smooth Convex Optimization: Precise Performance Analysis", year = "2016", url = "https://resolver.caltech.edu/CaltechTHESIS:06032016-144604076", id = "record", doi = "10.7907/Z998850V" } @other{https://resolver.caltech.edu/CaltechTHESIS:08182014-091546460, title = "Convex Relaxation for Low-Dimensional Representation: Phase Transitions and Limitations", year = "2015", url = "https://resolver.caltech.edu/CaltechTHESIS:08182014-091546460", id = "record", doi = "10.7907/Z9S46PWX" } @other{https://resolver.caltech.edu/CaltechTHESIS:10162013-111333269, title = "Optimal Uncertainty Quantification via Convex Optimization and Relaxation", year = "2014", url = "https://resolver.caltech.edu/CaltechTHESIS:10162013-111333269", id = "record", doi = "10.7907/X00K-T615" } @other{https://resolver.caltech.edu/CaltechTHESIS:05302014-131308138, title = "The Power of Quantum Fourier Sampling", year = "2014", url = "https://resolver.caltech.edu/CaltechTHESIS:05302014-131308138", id = "record", doi = "10.7907/6HJB-MC69" } @other{https://resolver.caltech.edu/CaltechTHESIS:05312014-011052261, title = "Efficient Methods for Stochastic Optimal Control", year = "2014", url = "https://resolver.caltech.edu/CaltechTHESIS:05312014-011052261", id = "record", doi = "10.7907/D40A-9E03" } @other{https://resolver.caltech.edu/CaltechTHESIS:05202013-091317123, title = "A Geometric Analysis of Convex Demixing", year = "2013", url = "https://resolver.caltech.edu/CaltechTHESIS:05202013-091317123", id = "record", doi = "10.7907/156S-EZ89" } @other{https://resolver.caltech.edu/CaltechTHESIS:05312013-151014984, title = "Convex Analysis for Minimizing and Learning Submodular Set Functions ", year = "2013", url = "https://resolver.caltech.edu/CaltechTHESIS:05312013-151014984", id = "record", doi = "10.7907/1A1J-SA64" } @other{https://resolver.caltech.edu/CaltechTHESIS:06102013-100609092, title = "Topics in Randomized Numerical Linear Algebra", year = "2013", url = "https://resolver.caltech.edu/CaltechTHESIS:06102013-100609092", id = "record", doi = "10.7907/3K1S-R458" }