Browse by Committee Member

A

Abbasi, Ehsan (2020) Universality Laws and Performance Analysis of the Generalized Linear Models. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/873c-ej41. https://resolver.caltech.edu/CaltechTHESIS:06092020-005908250

B

Budninskiy, Maxim A. (2019) Geometry-Driven Model Reduction. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/0RCX-0369. https://resolver.caltech.edu/CaltechTHESIS:12102018-011614041

C

Candogan, Utkan Onur (2020) Convex Relaxations for Graph and Inverse Eigenvalue Problems. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/ZV0D-SW58. https://resolver.caltech.edu/CaltechTHESIS:01152020-210801253

Chen, Niangjun (2018) Online Algorithms: From Prediction to Decision. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z95M63W4. https://resolver.caltech.edu/CaltechTHESIS:10182017-210853845

D

Douik, Ahmed (2020) Riemannian Optimization for Convex and Non-Convex Signal Processing and Machine Learning Applications. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/jt3c-0m30. https://resolver.caltech.edu/CaltechTHESIS:06012020-120425051

F

Farivar, Masoud (2016) Optimization and Control of Power Flow in Distribution Networks. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9JW8BSM. https://resolver.caltech.edu/CaltechTHESIS:12092015-021431773

Fefferman, William Jason (2014) The Power of Quantum Fourier Sampling. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/6HJB-MC69. https://resolver.caltech.edu/CaltechTHESIS:05302014-131308138

G

Guo, Linqi (2019) Impact of Transmission Network Topology on Electrical Power Systems. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/EN8K-W872. https://resolver.caltech.edu/CaltechTHESIS:05312019-191005982

Gittens, Alex A. (2013) Topics in Randomized Numerical Linear Algebra. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/3K1S-R458. https://resolver.caltech.edu/CaltechTHESIS:06102013-100609092

H

Han, Shuo (2014) Optimal Uncertainty Quantification via Convex Optimization and Relaxation. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/X00K-T615. https://resolver.caltech.edu/CaltechTHESIS:10162013-111333269

Horowitz, Matanya Benasher (2014) Efficient Methods for Stochastic Optimal Control. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/D40A-9E03. https://resolver.caltech.edu/CaltechTHESIS:05312014-011052261

J

Jaganathan, Kishore (2016) Convex Programming-Based Phase Retrieval: Theory and Applications. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9C82775. https://resolver.caltech.edu/CaltechTHESIS:05312016-051759406

K

Korlakai Vinayak, Ramya (2018) Graph Clustering: Algorithms, Analysis and Query Design. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9RR1WFK. https://resolver.caltech.edu/CaltechTHESIS:09222017-130217881

L

Liang, Chen (2022) Cascading Failures in Power Systems: Modeling, Characterization, and Mitigation. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/8817-xy25. https://resolver.caltech.edu/CaltechTHESIS:06032022-035416994

Lee, Zachary Jordan (2021) The Adaptive Charging Network Research Portal: Systems, Tools, and Algorithms. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/8eqg-e110. https://resolver.caltech.edu/CaltechTHESIS:05282021-174411678

M

Murray, Riley John (2021) Applications of Convex Analysis to Signomial and Polynomial Nonnegativity Problems. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/vn9x-xj10. https://resolver.caltech.edu/CaltechTHESIS:05202021-194439071

Matni, Nikolai (2016) Distributed Optimal Control of Cyber-Physical Systems: Controller Synthesis, Architecture Design and System Identification. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z99884Z0. https://resolver.caltech.edu/CaltechTHESIS:03312016-100604768

McCoy, Michael Brian (2013) A Geometric Analysis of Convex Demixing. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/156S-EZ89. https://resolver.caltech.edu/CaltechTHESIS:05202013-091317123

O

Oymak, Samet (2015) Convex Relaxation for Low-Dimensional Representation: Phase Transitions and Limitations. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9S46PWX. https://resolver.caltech.edu/CaltechTHESIS:08182014-091546460

P

Pang, John Zhen Fu (2019) Online Platforms in Networked Markets: Transparency, Anticipation and Demand Management. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/XY8M-8D94. https://resolver.caltech.edu/CaltechTHESIS:03132019-143428796

S

Salehi, Fariborz (2021) Structured Signal Recovery from Nonlinear Measurements with Applications in Phase Retrieval and Linear Classification. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/1c69-wq71. https://resolver.caltech.edu/CaltechTHESIS:05172021-044724906

Soh, Yong Sheng (2019) Fitting Convex Sets to Data: Algorithms and Applications. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/jkmq-b430. https://resolver.caltech.edu/CaltechTHESIS:09282018-091842941

Stobbe, Peter (2013) Convex Analysis for Minimizing and Learning Submodular Set Functions. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/1A1J-SA64. https://resolver.caltech.edu/CaltechTHESIS:05312013-151014984

T

Teke, Oguzhan (2021) Signals on Networks: Random Asynchronous and Multirate Processing, and Uncertainty Principles. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/44dx-3g83. https://resolver.caltech.edu/CaltechTHESIS:09242020-094028488

Taeb, Armeen (2020) Latent-Variable Modeling: Algorithms, Inference, and Applications. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/YRF1-7W29. https://resolver.caltech.edu/CaltechTHESIS:09222019-132051506

Tang, Yujie (2019) Time-Varying Optimization and Its Application to Power System Operation. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/6N9W-3J20. https://resolver.caltech.edu/CaltechTHESIS:01222019-221628111

Thill, Matthew David (2016) Algebraic Techniques in Coding Theory: Entropy Vectors, Frames, and Constrained Coding. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9F18WNW. https://resolver.caltech.edu/CaltechTHESIS:09042015-171723764

Thrampoulidis, Christos (2016) Recovering Structured Signals in High Dimensions via Non-Smooth Convex Optimization: Precise Performance Analysis. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z998850V. https://resolver.caltech.edu/CaltechTHESIS:06032016-144604076

Y

Yi, Lynn Donglin (2019) Statistical Methods for Gene Differential Expression Analysis of RNA-Sequencing. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/0YE6-2217. https://resolver.caltech.edu/CaltechTHESIS:10102018-143313907

You, Seungil (2016) A Direct Approach to Robustness Optimization. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9X34VDV. https://resolver.caltech.edu/CaltechTHESIS:08122015-172710296

Z

Zhou, Fengyu (2022) Optimization of Distribution Power Networks: from Single-Phase to Multi-Phase. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/tg26-9857. https://resolver.caltech.edu/CaltechTHESIS:06012022-005449566