<h1>Yue, Yisong</h1> <h2>Dataset from <a href="https://data.caltech.edu">CaltechTHESIS committee</a></h2> <ul> <li>Yi, Sanghyun (2025) <a href="https://resolver.caltech.edu/CaltechTHESIS:09022024-043413501">Neurocomputational Understanding of Decision-Making in Novel Environments</a>; <a href="https://doi.org/10.7907/akkq-7712">10.7907/akkq-7712</a></li> <li>Yu, Jing (2025) <a href="https://resolver.caltech.edu/CaltechThesis:08192024-223132153">Safe and Scalable Learning-Based Control: Theory and Application in Sustainable Energy Systems</a>; <a href="https://doi.org/10.7907/bgar-0602">10.7907/bgar-0602</a></li> <li>Chen, Xiaoqiao (2025) <a href="https://resolver.caltech.edu/CaltechTHESIS:07052024-170119371">Active Acquisition Methods for Single Cell Genomics</a>; <a href="https://doi.org/10.7907/nsn8-nd79">10.7907/nsn8-nd79</a></li> <li>Rivière, Benjamin Pierre (2024) <a href="https://resolver.caltech.edu/CaltechTHESIS:06032024-152357240">Do Robots Dream of Random Trees? Monte Carlo Tree Search for Dynamical, Partially Observable, and Multi-Agent Systems</a>; <a href="https://doi.org/10.7907/dbwa-we50">10.7907/dbwa-we50</a></li> <li>Cherry, Kevin Matthew (2024) <a href="https://resolver.caltech.edu/CaltechTHESIS:04292024-172707491">Molecular Pattern Recognition and Supervised Learning in DNA-Based Neural Networks</a>; <a href="https://doi.org/10.7907/529f-kf62">10.7907/529f-kf62</a></li> <li>Johnston, Kadina Elizabeth (2024) <a href="https://resolver.caltech.edu/CaltechTHESIS:09212023-182422125">Acquiring Enzyme Sequence-Fitness Data at Scale Toward Predictive Methods for Enzyme Engineering</a>; <a href="https://doi.org/10.7907/xjz4-k217">10.7907/xjz4-k217</a></li> <li>Ho, Dimitar Mi (2024) <a href="https://resolver.caltech.edu/CaltechTHESIS:09062023-095903699">Control of Unknown Dynamical Systems: Robustness and Online Learning of Feedback Control</a>; <a href="https://doi.org/10.7907/fb64-vk24">10.7907/fb64-vk24</a></li> <li>Huang, Yujia (2024) <a href="https://resolver.caltech.edu/CaltechTHESIS:03052024-025023714">Understanding and Improving Reliability of Inference Dynamics in Deep Neural Networks</a>; <a href="https://doi.org/10.7907/77cc-6z86">10.7907/77cc-6z86</a></li> <li>Huang, Yujia (2024) <a href="https://resolver.caltech.edu/CaltechTHESIS:03052024-025023714">Understanding and Improving Reliability of Inference Dynamics in Deep Neural Networks</a>; <a href="https://doi.org/10.7907/77cc-6z86">10.7907/77cc-6z86</a></li> <li>Xu, Changhao (2024) <a href="https://resolver.caltech.edu/CaltechTHESIS:02182024-070645738">Electronic Skin in Robotics and Healthcare: Towards Multimodal Sensing and Intelligent Analysis</a>; <a href="https://doi.org/10.7907/en0a-ep72">10.7907/en0a-ep72</a></li> <li>Sun, Jennifer Jianing (2024) <a href="https://resolver.caltech.edu/CaltechTHESIS:11162023-054627670">AI for Scientists: Accelerating Discovery Through Knowledge, Data, and Learning</a>; <a href="https://doi.org/10.7907/d6y8-4590">10.7907/d6y8-4590</a></li> <li>Voloshin, Cameron (2024) <a href="https://resolver.caltech.edu/CaltechTHESIS:06062024-061120491">Guaranteed Policy Performance in Reinforcement Learning</a>; <a href="https://doi.org/10.7907/n2fg-e554">10.7907/n2fg-e554</a></li> <li>Beery, Sara Meghan (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:04242022-005200355">Where the Wild Things Are: Computer Vision for Global-Scale Biodiversity Monitoring</a>; <a href="https://doi.org/10.7907/m4mt-2q51">10.7907/m4mt-2q51</a></li> <li>Li, Tongxin (2023) <a href="https://resolver.caltech.edu/CaltechThesis:07202022-040725024">Learning-Augmented Control and Decision-Making: Theory and Applications in Smart Grids</a>; <a href="https://doi.org/10.7907/cdf6-0w78">10.7907/cdf6-0w78</a></li> <li>Shi, Guanya (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:08052022-231458463">Reliable Learning and Control in Dynamic Environments: Towards Unified Theory and Learned Robotic Agility</a>; <a href="https://doi.org/10.7907/8rz4-7b35">10.7907/8rz4-7b35</a></li> <li>Werner, Lucien Desloge (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:06122023-232029846">Uncertainty and Decentralization: Two Themes in an Energy Transformation</a>; <a href="https://doi.org/10.7907/scmm-p028">10.7907/scmm-p028</a></li> <li>Cole, Elijah Henry John (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:06072023-210232983">Visual and Spatial Representation Learning with Applications in Ecology</a>; <a href="https://doi.org/10.7907/xp2k-es46">10.7907/xp2k-es46</a></li> <li>O'Connell, Michael Thomas (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:06072023-134620248">Methods for Robust Learning-Based Control</a>; <a href="https://doi.org/10.7907/2xnc-t162">10.7907/2xnc-t162</a></li> <li>Wandelt, Sarah Kim (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:05122023-085319625">Grasp, Speech, and Internal Speech Representation in the Human Cortical Grasp Circuit</a>; <a href="https://doi.org/10.7907/0461-g107">10.7907/0461-g107</a></li> <li>Tucker, Maegan Lindsay (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:04292023-003436131">Enabling Robust and User-Customized Bipedal Locomotion on Lower-Body Assistive Devices via Hybrid System Theory and Preference-Based Learning</a>; <a href="https://doi.org/10.7907/j9hk-xa17">10.7907/j9hk-xa17</a></li> <li>Guan, Charles (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:04092023-200347393">Neural Coding of Finger Movements in Human Posterior Parietal Cortex and Motor Cortex</a>; <a href="https://doi.org/10.7907/31rt-cy14">10.7907/31rt-cy14</a></li> <li>Taylor, Andrew James (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:06022023-032907616">Robust Safety-Critical Control: A Lyapunov and Barrier Approach</a>; <a href="https://doi.org/10.7907/bpht-by81">10.7907/bpht-by81</a></li> <li>Levine, Matthew Emanuel (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:06012023-213052258">Machine Learning and Data Assimilation for Blending Incomplete Models and Noisy Data</a>; <a href="https://doi.org/10.7907/b82h-ye78">10.7907/b82h-ye78</a></li> <li>Dorobantu, Victor David (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:06012023-194820518">Geometry and Dynamical Systems in Machine Learning and Control</a>; <a href="https://doi.org/10.7907/x271-r088">10.7907/x271-r088</a></li> <li>Gordon, Spencer Lane (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:02072023-112938936">The Identification of Discrete Mixture Models</a>; <a href="https://doi.org/10.7907/ebf5-0b48">10.7907/ebf5-0b48</a></li> <li>Bernstein, Jeremy David (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:10132022-000100592">Optimisation & Generalisation in Networks of Neurons</a>; <a href="https://doi.org/10.7907/1jz8-5t85">10.7907/1jz8-5t85</a></li> <li>Folkestad, Carl A. A. (2022) <a href="https://resolver.caltech.edu/CaltechTHESIS:10122021-213903517">Koopman-based Learning and Control of Agile Robotic Systems</a>; <a href="https://doi.org/10.7907/2t6d-j206">10.7907/2t6d-j206</a></li> <li>Maser, Michael Robert (2022) <a href="https://resolver.caltech.edu/CaltechTHESIS:02022022-183557614">Machine Learning Methods Inspired by Challenges in Total Synthesis</a>; <a href="https://doi.org/10.7907/ffjk-g059">10.7907/ffjk-g059</a></li> <li>Stevens, Benjamin Carter (2022) <a href="https://resolver.caltech.edu/CaltechTHESIS:02062022-203334930">Applications of Machine Learning to Finite Volume Methods</a>; <a href="https://doi.org/10.7907/41qn-7n22">10.7907/41qn-7n22</a></li> <li>Aceves, Aiden Joseph (2022) <a href="https://resolver.caltech.edu/CaltechTHESIS:09092021-024951318">Machine Learning and Modeling Methods for Protein Engineering</a>; <a href="https://doi.org/10.7907/5j34-0d55">10.7907/5j34-0d55</a></li> <li>Liang, Chen (2022) <a href="https://resolver.caltech.edu/CaltechTHESIS:06032022-035416994">Cascading Failures in Power Systems: Modeling, Characterization, and Mitigation</a>; <a href="https://doi.org/10.7907/8817-xy25">10.7907/8817-xy25</a></li> <li>Goel, Gautam (2022) <a href="https://resolver.caltech.edu/CaltechTHESIS:06062022-021936716">Regret-Optimal Control</a>; <a href="https://doi.org/10.7907/8t6d-4t53">10.7907/8t6d-4t53</a></li> <li>Brown, David (2022) <a href="https://resolver.caltech.edu/CaltechTHESIS:02132022-064810187">Principles of Massively Parallel Sequencing for Engineering and Characterizing Gene Delivery</a>; <a href="https://doi.org/10.7907/yqjm-6609">10.7907/yqjm-6609</a></li> <li>Cross, Logan Matthew (2022) <a href="https://resolver.caltech.edu/CaltechTHESIS:04012022-011925533">The Neural Mechanisms of Value Construction</a>; <a href="https://doi.org/10.7907/x5kk-8h27">10.7907/x5kk-8h27</a></li> <li>Zhan, Eric (2022) <a href="https://resolver.caltech.edu/CaltechTHESIS:11302021-224628633">New Algorithms for Programmatic Deep Learning with Applications to Behavior Modeling</a>; <a href="https://doi.org/10.7907/5n5q-x203">10.7907/5n5q-x203</a></li> <li>Zhang, Tony (Haoyu) (2022) <a href="https://resolver.caltech.edu/CaltechTHESIS:12152021-005204320">Biological Intelligence: from Behavior to Learning Theory</a>; <a href="https://doi.org/10.7907/8z4q-8g15">10.7907/8z4q-8g15</a></li> <li>Qin, Yidan (2022) <a href="https://resolver.caltech.edu/CaltechTHESIS:05272022-171138586">Autonomous Temporal Understanding and State Estimation during Robot-Assisted Surgery</a>; <a href="https://doi.org/10.7907/n58k-tr61">10.7907/n58k-tr61</a></li> <li>London, Palma Alise den Nijs (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:08162020-233437139">Frameworks for High Dimensional Convex Optimization</a>; <a href="https://doi.org/10.7907/db29-am33">10.7907/db29-am33</a></li> <li>Song, Jialin (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:06022021-223508132">Learning to Optimize: from Theory to Practice</a>; <a href="https://doi.org/10.7907/7qaw-kd75">10.7907/7qaw-kd75</a></li> <li>Su, Yu (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:06072021-172842077">Optimizing Cloud AI Platforms: Resource Allocation and Market Design</a>; <a href="https://doi.org/10.7907/bc2t-er54">10.7907/bc2t-er54</a></li> <li>Pastor, Daniel (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:03152021-082447788">Towards Learning Robotic Dynamics: Application to Multirotor Takeoff and Landing</a>; <a href="https://doi.org/10.7907/199j-dk87">10.7907/199j-dk87</a></li> <li>Shi, Xichen (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:02182021-040721884">Intelligent Control for Fixed-Wing eVTOL Aircraft</a>; <a href="https://doi.org/10.7907/51c6-aa57">10.7907/51c6-aa57</a></li> <li>Cheng, Richard (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:01052021-195655093">Assuring Safety under Uncertainty in Learning-Based Control Systems</a>; <a href="https://doi.org/10.7907/9kye-rn93">10.7907/9kye-rn93</a></li> <li>Song, Jialin (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:06022021-223508132">Learning to Optimize: from Theory to Practice</a>; <a href="https://doi.org/10.7907/7qaw-kd75">10.7907/7qaw-kd75</a></li> <li>Marino, Joseph Louis (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:05272021-042158260">Learned Feedback & Feedforward Perception & Control</a>; <a href="https://doi.org/10.7907/4mjd-ce53">10.7907/4mjd-ce53</a></li> <li>Nakka, Yashwanth Kumar (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:05142021-163257155">Spacecraft Motion Planning and Control under Probabilistic Uncertainty for Coordinated Inspection and Safe Learning</a>; <a href="https://doi.org/10.7907/6329-sf68">10.7907/6329-sf68</a></li> <li>Novoseller, Ellen Rachel (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:12092020-162149429">Online Learning from Human Feedback with Applications to Exoskeleton Gait Optimization</a>; <a href="https://doi.org/10.7907/gvtx-1586">10.7907/gvtx-1586</a></li> <li>Azizan Ruhi, Navid (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:11182020-210226861">Large-Scale Intelligent Systems: From Network Dynamics to Optimization Algorithms</a>; <a href="https://doi.org/10.7907/j494-j572">10.7907/j494-j572</a></li> <li>Azizan Ruhi, Navid (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:11182020-210226861">Large-Scale Intelligent Systems: From Network Dynamics to Optimization Algorithms</a>; <a href="https://doi.org/10.7907/j494-j572">10.7907/j494-j572</a></li> <li>Wu, Zachary (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:01042021-220032574">Data-Driven Protein Engineering</a>; <a href="https://doi.org/10.7907/nx3c-qb44">10.7907/nx3c-qb44</a></li> <li>Bagherian, Dawna Paria (2021) <a href="https://resolver.caltech.edu/CaltechTHESIS:05282021-174607976">Artificial Neural Networks for Nonlinear System Identification of Neuronal Microcircuits</a>; <a href="https://doi.org/10.7907/rj2p-8g11">10.7907/rj2p-8g11</a></li> <li>Le, Hoang Minh (2020) <a href="https://resolver.caltech.edu/CaltechTHESIS:06092020-121556493">New Frameworks for Structured Policy Learning</a>; <a href="https://doi.org/10.7907/rz4w-k233">10.7907/rz4w-k233</a></li> <li>Liu, Yang (2020) <a href="https://resolver.caltech.edu/CaltechTHESIS:06092020-120629159">From Restoring Human Vision to Enhancing Computer Vision</a>; <a href="https://doi.org/10.7907/sq58-z682">10.7907/sq58-z682</a></li> <li>Cvitkovic, Michael William (Milan0 (2020) <a href="https://resolver.caltech.edu/CaltechTHESIS:04082020-095943405">Deep Learning in Unconventional Domains</a>; <a href="https://doi.org/10.7907/v7dm-6r52">10.7907/v7dm-6r52</a></li> <li>Tokpanov, Yury (2020) <a href="https://resolver.caltech.edu/CaltechThesis:06012020-093627645">Towards Next Generation of Optoelectronics: from Quantum Plasmonics and 2D Materials to Advanced Optimization Techniques of Nanophotonic Devices</a>; <a href="https://doi.org/10.7907/tg1b-hn35">10.7907/tg1b-hn35</a></li> <li>Ronchi, Matteo Ruggero (2020) <a href="https://resolver.caltech.edu/CaltechTHESIS:05212020-155425112">Vision for Social Robots: Human Perception and Pose Estimation</a>; <a href="https://doi.org/10.7907/n2v1-1g79">10.7907/n2v1-1g79</a></li> <li>Van Horn, Grant Richard (2019) <a href="https://resolver.caltech.edu/CaltechTHESIS:05082019-103122440">Towards a Visipedia: Combining Computer Vision and Communities of Experts</a>; <a href="https://doi.org/10.7907/20DQ-Y220">10.7907/20DQ-Y220</a></li> <li>Yang, Kevin Kaichuang (2019) <a href="https://resolver.caltech.edu/CaltechTHESIS:12222018-173706714">Probabilistic Protein Engineering</a>; <a href="https://doi.org/10.7907/ZR4M-K630">10.7907/ZR4M-K630</a></li> <li>Yin, Lucy (2018) <a href="https://resolver.caltech.edu/CaltechTHESIS:09242017-121200052">Reducing Latencies in Earthquake Early Warning</a>; <a href="https://doi.org/10.7907/Z9TH8JW4">10.7907/Z9TH8JW4</a></li> <li>Ren, Xiaoqi (2018) <a href="https://resolver.caltech.edu/CaltechTHESIS:05312018-080301508">Optimizing Resource Management in Cloud Analytics Services</a>; <a href="https://doi.org/10.7907/K62Y-FV39">10.7907/K62Y-FV39</a></li> <li>Zheng, Stephan Tao (2018) <a href="https://resolver.caltech.edu/CaltechThesis:05252018-092016207">Exploiting Structure for Scalable and Robust Deep Learning</a>; <a href="https://doi.org/10.7907/4S2Y-CY80">10.7907/4S2Y-CY80</a></li> <li>Chao, Daniel Shuteh (2018) <a href="https://resolver.caltech.edu/CaltechTHESIS:04092018-211419944">Measuring R(D(<em>)) for B → ‾D(</em>)τν_τ using Semileptonic Tags and Tau Decays to Hadrons</a>; <a href="https://doi.org/10.7907/25e6-j889">10.7907/25e6-j889</a></li> <li>Chen, Niangjun (2018) <a href="https://resolver.caltech.edu/CaltechTHESIS:10182017-210853845">Online Algorithms: From Prediction to Decision </a>; <a href="https://doi.org/10.7907/Z95M63W4">10.7907/Z95M63W4</a></li> <li>Korlakai Vinayak, Ramya (2018) <a href="https://resolver.caltech.edu/CaltechTHESIS:09222017-130217881">Graph Clustering: Algorithms, Analysis and Query Design</a>; <a href="https://doi.org/10.7907/Z9RR1WFK">10.7907/Z9RR1WFK</a></li> <li>Sui, Yanan (2017) <a href="https://resolver.caltech.edu/CaltechTHESIS:04172017-163725367">Online Learning for the Control of Human Standing via Spinal Cord Stimulation</a>; <a href="https://doi.org/10.7907/Z9BK19DN">10.7907/Z9BK19DN</a></li> <li>Hall, David Christopher (2017) <a href="https://resolver.caltech.edu/CaltechTHESIS:05292017-224523022">Advancing a Machine's Visual Awareness of People</a>; <a href="https://doi.org/10.7907/Z9ST7MWC">10.7907/Z9ST7MWC</a></li> <li>Bruer, John Jacob (2017) <a href="https://resolver.caltech.edu/CaltechTHESIS:02082017-062956314">Recovering Structured Low-rank Operators Using Nuclear Norms</a>; <a href="https://doi.org/10.7907/Z9F18WQS">10.7907/Z9F18WQS</a></li> <li>Appel, Ron (2017) <a href="https://resolver.caltech.edu/CaltechTHESIS:06052017-221842127">Boosting Boosting</a>; <a href="https://doi.org/10.7907/Z9N29V0J">10.7907/Z9N29V0J</a></li> <li>Chalupka, Krzysztof (2017) <a href="https://resolver.caltech.edu/CaltechTHESIS:11292016-204528802">Automated Macro-scale Causal Hypothesis Formation Based on Micro-scale Observation</a>; <a href="https://doi.org/10.7907/Z9MW2F4P">10.7907/Z9MW2F4P</a></li> <li>Eyjolfsdottir, Eyrun-Arna (2017) <a href="https://resolver.caltech.edu/CaltechTHESIS:06052017-121818057">Computational Methods for Behavior Analysis</a>; <a href="https://doi.org/10.7907/Z9445JJH">10.7907/Z9445JJH</a></li> <li>González Palacios, Carlos Roberto (2015) <a href="https://resolver.caltech.edu/CaltechTHESIS:05262015-094933189">Optimal Data Distributions in Machine Learning</a>; <a href="https://doi.org/10.7907/Z9DR2SD5">10.7907/Z9DR2SD5</a></li> </ul>