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- Huang, Yujia (2024) Understanding
and Improving Reliability of Inference Dynamics in Deep Neural
Networks; 10.7907/77cc-6z86
- Xu, Changhao (2024) Electronic
Skin in Robotics and Healthcare: Towards Multimodal Sensing and
Intelligent Analysis; 10.7907/en0a-ep72
- Ho, Dimitar (2024) Control
of Unknown Dynamical Systems: Robustness and Online Learning of Feedback
Control; 10.7907/fb64-vk24
- Johnston, Kadina Elizabeth (2024) Acquiring
Enzyme Sequence-Fitness Data at Scale Toward Predictive Methods for
Enzyme Engineering; 10.7907/xjz4-k217
- Sun, Jennifer J. (2024) AI
for Scientists: Accelerating Discovery Through Knowledge, Data, and
Learning; 10.7907/d6y8-4590
- Huang, Yujia (2024) Understanding
and Improving Reliability of Inference Dynamics in Deep Neural
Networks; 10.7907/77cc-6z86
- Taylor, Andrew James (2023) Robust
Safety-Critical Control: A Lyapunov and Barrier Approach; 10.7907/bpht-by81
- Tucker, Maegan Lindsay (2023) Enabling
Robust and User-Customized Bipedal Locomotion on Lower-Body Assistive
Devices via Hybrid System Theory and Preference-Based Learning; 10.7907/j9hk-xa17
- Wandelt, Sarah Kim (2023) Grasp,
Speech, and Internal Speech Representation in the Human Cortical Grasp
Circuit; 10.7907/0461-g107
- O'Connell, Michael Thomas (2023) Methods
for Robust Learning-Based Control; 10.7907/2xnc-t162
- Werner, Lucien Desloge (2023) Uncertainty
and Decentralization: Two Themes in an Energy Transformation; 10.7907/scmm-p028
- Gordon, Spencer Lane (2023) The
Identification of Discrete Mixture Models; 10.7907/ebf5-0b48
- Dorobantu, Victor David (2023) Geometry
and Dynamical Systems in Machine Learning and Control; 10.7907/x271-r088
- Cole, Elijah Henry John (2023) Visual
and Spatial Representation Learning with Applications in Ecology; 10.7907/xp2k-es46
- Guan, Charles (2023) Neural
Coding of Finger Movements in Human Posterior Parietal Cortex and Motor
Cortex; 10.7907/31rt-cy14
- Li, Tongxin (2023) Learning-Augmented
Control and Decision-Making: Theory and Applications in Smart Grids;
10.7907/cdf6-0w78
- Shi, Guanya (2023) Reliable
Learning and Control in Dynamic Environments: Towards Unified Theory and
Learned Robotic Agility; 10.7907/8rz4-7b35
- Beery, Sara Meghan (2023) Where
the Wild Things Are: Computer Vision for Global-Scale Biodiversity
Monitoring; 10.7907/m4mt-2q51
- Bernstein, Jeremy David (2023) Optimisation
& Generalisation in Networks of Neurons; 10.7907/1jz8-5t85
- Levine, Matthew Emanuel (2023) Machine
Learning and Data Assimilation for Blending Incomplete Models and Noisy
Data; 10.7907/b82h-ye78
- Stevens, Benjamin Carter (2022) Applications
of Machine Learning to Finite Volume Methods; 10.7907/41qn-7n22
- Folkestad, Carl A. A. (2022) Koopman-based
Learning and Control of Agile Robotic Systems; 10.7907/2t6d-j206
- Cross, Logan Matthew (2022) The
Neural Mechanisms of Value Construction; 10.7907/x5kk-8h27
- Liang, Chen (2022) Cascading
Failures in Power Systems: Modeling, Characterization, and
Mitigation; 10.7907/8817-xy25
- Zhang, Tony (Haoyu) (2022) Biological
Intelligence: from Behavior to Learning Theory; 10.7907/8z4q-8g15
- Aceves, Aiden Joseph (2022) Machine
Learning and Modeling Methods for Protein Engineering; 10.7907/5j34-0d55
- Goel, Gautam (2022) Regret-Optimal
Control; 10.7907/8t6d-4t53
- Qin, Yidan (2022-06-10) Autonomous
Temporal Understanding and State Estimation during Robot-Assisted
Surgery; 10.7907/n58k-tr61
- Zhan, Eric (2022) New
Algorithms for Programmatic Deep Learning with Applications to Behavior
Modeling; 10.7907/5n5q-x203
- Maser, Michael Robert (2022) Machine
Learning Methods Inspired by Challenges in Total Synthesis; 10.7907/ffjk-g059
- Brown, David (2022) Principles
of Massively Parallel Sequencing for Engineering and Characterizing Gene
Delivery; 10.7907/yqjm-6609
- Wu, Zachary (2021) Data-Driven
Protein Engineering; 10.7907/nx3c-qb44
- London, Palma Alise den Nijs (2021) Frameworks
for High Dimensional Convex Optimization; 10.7907/db29-am33
- Su, Yu (2021) Optimizing
Cloud AI Platforms: Resource Allocation and Market Design; 10.7907/bc2t-er54
- Azizan Ruhi, Navid (2021) Large-Scale
Intelligent Systems: From Network Dynamics to Optimization
Algorithms; 10.7907/j494-j572
- Azizan Ruhi, Navid (2021) Large-Scale
Intelligent Systems: From Network Dynamics to Optimization
Algorithms; 10.7907/j494-j572
- Novoseller, Ellen Rachel (2021) Online
Learning from Human Feedback with Applications to Exoskeleton Gait
Optimization; 10.7907/gvtx-1586
- Cheng, Richard (2021) Assuring
Safety under Uncertainty in Learning-Based Control Systems; 10.7907/9kye-rn93
- Shi, Xichen (2021) Intelligent
Control for Fixed-Wing eVTOL Aircraft; 10.7907/51c6-aa57
- Pastor, Daniel (2021-06-11) Towards
Learning Robotic Dynamics: Application to Multirotor Takeoff and
Landing; 10.7907/199j-dk87
- Nakka, Yashwanth Kumar (2021) Spacecraft
Motion Planning and Control under Probabilistic Uncertainty for
Coordinated Inspection and Safe Learning; 10.7907/6329-sf68
- Song, Jialin (2021) Learning
to Optimize: from Theory to Practice; 10.7907/7qaw-kd75
- Song, Jialin (2021) Learning
to Optimize: from Theory to Practice; 10.7907/7qaw-kd75
- Marino, Joseph Louis (2021) Learned
Feedback & Feedforward Perception & Control; 10.7907/4mjd-ce53
- Bagherian, Dawna Paria (2021) Artificial
Neural Networks for Nonlinear System Identification of Neuronal
Microcircuits; 10.7907/rj2p-8g11
- Tokpanov, Yury (2020) Towards
Next Generation of Optoelectronics: from Quantum Plasmonics and 2D
Materials to Advanced Optimization Techniques of Nanophotonic
Devices; 10.7907/tg1b-hn35
- Liu, Yang (2020) From
Restoring Human Vision to Enhancing Computer Vision; 10.7907/sq58-z682
- Le, Hoang Minh (2020) New
Frameworks for Structured Policy Learning; 10.7907/rz4w-k233
- Ronchi, Matteo Ruggero (2020) Vision
for Social Robots: Human Perception and Pose Estimation; 10.7907/n2v1-1g79
- Cvitkovic, Michael William (Milan0 (2020) Deep
Learning in Unconventional Domains; 10.7907/v7dm-6r52
- Yang, Kevin Kaichuang (2019) Probabilistic
Protein Engineering; 10.7907/ZR4M-K630
- Van Horn, Grant Richard (2019) Towards
a Visipedia: Combining Computer Vision and Communities of Experts;
10.7907/20DQ-Y220
- Yin, Lucy (2018) Reducing
Latencies in Earthquake Early Warning; 10.7907/Z9TH8JW4
- Ren, Xiaoqi (2018) Optimizing
Resource Management in Cloud Analytics Services; 10.7907/K62Y-FV39
- Zheng, Stephan Tao (2018) Exploiting
Structure for Scalable and Robust Deep Learning; 10.7907/4S2Y-CY80
- Chao, Daniel Shuteh (2018) Measuring
R(D()) for B → ‾D()τν_τ using Semileptonic Tags and Tau Decays
to Hadrons; 10.7907/25e6-j889
- 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
- Eyjolfsdottir, Eyrun-Arna (2017) Computational
Methods for Behavior Analysis; 10.7907/Z9445JJH
- Sui, Yanan (2017) Online
Learning for the Control of Human Standing via Spinal Cord
Stimulation; 10.7907/Z9BK19DN
- Chalupka, Krzysztof (2017) Automated
Macro-scale Causal Hypothesis Formation Based on Micro-scale
Observation; 10.7907/Z9MW2F4P
- Hall, David Christopher (2017) Advancing
a Machine's Visual Awareness of People; 10.7907/Z9ST7MWC
- Bruer, John Jacob (2017) Recovering
Structured Low-rank Operators Using Nuclear Norms; 10.7907/Z9F18WQS
- Appel, Ron (2017) Boosting
Boosting; 10.7907/Z9N29V0J
- González Palacios, Carlos Roberto (2015) Optimal
Data Distributions in Machine Learning; 10.7907/Z9DR2SD5