Browse by Committee Member

2025

Yu, Jing (2025) Safe and Scalable Learning-Based Control: Theory and Application in Sustainable Energy Systems. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/bgar-0602. https://resolver.caltech.edu/CaltechThesis:08192024-223132153

2024

Ho, Dimitar Mi (2024) Control of Unknown Dynamical Systems: Robustness and Online Learning of Feedback Control. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/fb64-vk24. https://resolver.caltech.edu/CaltechTHESIS:09062023-095903699

Huang, Yujia (2024) Understanding and Improving Reliability of Inference Dynamics in Deep Neural Networks. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/77cc-6z86. https://resolver.caltech.edu/CaltechTHESIS:03052024-025023714

Voloshin, Cameron (2024) Guaranteed Policy Performance in Reinforcement Learning. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/n2fg-e554. https://resolver.caltech.edu/CaltechTHESIS:06062024-061120491

2023

Eldjarn Hjoerleifsson, Kristjan (2023) Graph Modeling for Genomics and Epidemiology. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/s32c-a211. https://resolver.caltech.edu/CaltechTHESIS:02122023-103759689

Gordon, Spencer Lane (2023) The Identification of Discrete Mixture Models. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/ebf5-0b48. https://resolver.caltech.edu/CaltechTHESIS:02072023-112938936

Han, SooJean (2023) Control and State-Estimation of Jump Stochastic Systems by Learning Recurrent Spatiotemporal Patterns. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/gyae-jv94. https://resolver.caltech.edu/CaltechTHESIS:01302023-023806052

Lale, Ali Sahin (2023) Learning and Control of Dynamical Systems. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/rdhq-8a88. https://resolver.caltech.edu/CaltechTHESIS:05282023-011333603

Li, Tongxin (2023) Learning-Augmented Control and Decision-Making: Theory and Applications in Smart Grids. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/cdf6-0w78. https://resolver.caltech.edu/CaltechThesis:07202022-040725024

Shi, Guanya (2023) Reliable Learning and Control in Dynamic Environments: Towards Unified Theory and Learned Robotic Agility. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/8rz4-7b35. https://resolver.caltech.edu/CaltechTHESIS:08052022-231458463

Werner, Lucien Desloge (2023) Uncertainty and Decentralization: Two Themes in an Energy Transformation. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/scmm-p028. https://resolver.caltech.edu/CaltechTHESIS:06122023-232029846

2022

Goel, Gautam (2022) Regret-Optimal Control. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/8t6d-4t53. https://resolver.caltech.edu/CaltechTHESIS:06062022-021936716

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

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

2021

Azizan Ruhi, Navid (2021) Large-Scale Intelligent Systems: From Network Dynamics to Optimization Algorithms. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/j494-j572. https://resolver.caltech.edu/CaltechTHESIS:11182020-210226861

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

London, Palma Alise den Nijs (2021) Frameworks for High Dimensional Convex Optimization. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/db29-am33. https://resolver.caltech.edu/CaltechTHESIS:08162020-233437139

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

Song, Jialin (2021) Learning to Optimize: from Theory to Practice. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/7qaw-kd75. https://resolver.caltech.edu/CaltechTHESIS:06022021-223508132

Su, Yu (2021) Optimizing Cloud AI Platforms: Resource Allocation and Market Design. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/bc2t-er54. https://resolver.caltech.edu/CaltechTHESIS:06072021-172842077

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

2020

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

Cvitkovic, Michael William (Milan0 (2020) Deep Learning in Unconventional Domains. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/v7dm-6r52. https://resolver.caltech.edu/CaltechTHESIS:04082020-095943405

Le, Hoang Minh (2020) New Frameworks for Structured Policy Learning. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/rz4w-k233. https://resolver.caltech.edu/CaltechTHESIS:06092020-121556493

2019

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

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

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

Van Horn, Grant Richard (2019) Towards a Visipedia: Combining Computer Vision and Communities of Experts. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/20DQ-Y220. https://resolver.caltech.edu/CaltechTHESIS:05082019-103122440

Ziani, Juba (2019) Data: Implications for Markets and for Society. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/XZHX-1M46. https://resolver.caltech.edu/CaltechTHESIS:05292019-162418941

2018

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

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

Ren, Xiaoqi (2018) Optimizing Resource Management in Cloud Analytics Services. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/K62Y-FV39. https://resolver.caltech.edu/CaltechTHESIS:05312018-080301508

2017

Bruer, John Jacob (2017) Recovering Structured Low-rank Operators Using Nuclear Norms. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9F18WQS. https://resolver.caltech.edu/CaltechTHESIS:02082017-062956314

Cummings, Rachel Autumn Dixon (2017) The Implications of Privacy-Aware Choice. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9057CZP. https://resolver.caltech.edu/CaltechTHESIS:03232017-160527848

Wang, Yuh-Shyang (2017) A System Level Approach to Optimal Controller Design for Large-Scale Distributed Systems. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z95M63PF. https://resolver.caltech.edu/CaltechTHESIS:12122016-113630092

2016

Cai, Wuhan Desmond (2016) Electricity Markets for the Smart Grid: Networks, Timescales, and Integration with Control. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9BG2KZG. https://resolver.caltech.edu/CaltechTHESIS:05262016-112813537

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

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

Peng, Qiuyu (2016) Distributed Control and Optimization for Communication and Power Systems. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z99C6VBW. https://resolver.caltech.edu/CaltechTHESIS:01262016-194420781

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

Zhao, Changhong (2016) Real-Time Load-Side Control of Electric Power Systems. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9RN35TJ. https://resolver.caltech.edu/CaltechTHESIS:05232016-160307020

2015

Gan, Lingwen (2015) Distributed Load Control in Multiphase Radial Networks. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9FQ9TJ0. https://resolver.caltech.edu/CaltechTHESIS:01272015-214848277

Mao, Wei (2015) Information-Theoretic Studies and Capacity Bounds: Group Network Codes and Energy Harvesting Communication Systems. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9ZS2TFB. https://resolver.caltech.edu/CaltechTHESIS:04272015-133555770

Ren, Xiaoqi (2015) Speculation-Aware Resource Allocation for Cluster Schedulers. Master's thesis, California Institute of Technology. doi:10.7907/Z9R49NRJ. https://resolver.caltech.edu/CaltechTHESIS:09252014-063715278

2014

Bose, Subhonmesh (2014) An Integrated Design Approach to Power Systems: From Power Flows to Electricity Markets. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/FRGW-AF26. https://resolver.caltech.edu/CaltechTHESIS:06012014-040224456

Keller, Sean Jason (2014) Robust Near-Threshold QDI Circuit Analysis and Design. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/79EJ-Q945. https://resolver.caltech.edu/CaltechTHESIS:08172013-192316055

Liu, Zhenhua (2014) Sustainable IT and IT for Sustainability. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/296T-HR79. https://resolver.caltech.edu/CaltechTHESIS:05312014-215801543

Olson, Michael James (2014) Cloud Computing Services for Seismic Networks. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/5D60-FG88. https://resolver.caltech.edu/CaltechTHESIS:08242013-182604077

2013

Gopalakrishnan, Ragavendran (2013) Characterizing Distribution Rules for Cost Sharing Games. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/AWE2-H976. https://resolver.caltech.edu/CaltechTHESIS:06032013-104204451

Lin, Minghong (2013) Algorithmic Challenges in Green Data Centers. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/NRXJ-JB76. https://resolver.caltech.edu/CaltechTHESIS:05312013-223354639

Liu, Annie Hsin-Wen (2013) Sensor Networks for Geospatial Event Detection - Theory and Applications. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/MZWJ-T222. https://resolver.caltech.edu/CaltechTHESIS:06062013-224746692

2012

Bakshi, Mayank (2012) Network Coding and Distributed Compression over Large Networks: Some Basic Principles. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/GWDW-5H78. https://resolver.caltech.edu/CaltechTHESIS:06082012-122324439

Bodine-Baron, Elizabeth Anne (2012) Peer Effects in Social Networks: Search, Matching Markets, and Epidemics. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/GDV2-YF12. https://resolver.caltech.edu/CaltechTHESIS:05222012-145639265

Nair, Jayakrishnan U. (2012) Scheduling for Heavy-Tailed and Light-Tailed Workloads in Queueing Systems. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/AAXJ-EX10. https://resolver.caltech.edu/CaltechTHESIS:06012012-134536732

2011

Buchfuhrer, David Isaac (2011) Limits on Computationally Efficient VCG-Based Mechanisms for Combinatorial Auctions and Public Projects. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/N0M7-C473. https://resolver.caltech.edu/CaltechTHESIS:05242011-112814785

Shadbakht, Sormeh (2011) Entropy Region and Network Information Theory. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/P8ZB-4D40. https://resolver.caltech.edu/CaltechTHESIS:06092011-140731576