,
Teaching Resource from CaltechDATA
- Bernstein, Jeremy David (2023) Optimisation
& Generalisation in Networks of Neurons; 10.7907/1jz8-5t85
- Zhang, Ziyun (2023) Low-Rank
Matrix Recovery: Manifold Geometry and Global Convergence; 10.7907/hd6q-g460
- Schäfer, Florian Tobias (2021) Inference,
Computation, and Games; 10.7907/esyv-2181
- Schäfer, Florian Tobias (2021) Inference,
Computation, and Games; 10.7907/esyv-2181
- Murray, Riley John (2021) Applications
of Convex Analysis to Signomial and Polynomial Nonnegativity
Problems; 10.7907/vn9x-xj10
- Douik, Ahmed (2020) Riemannian
Optimization for Convex and Non-Convex Signal Processing and Machine
Learning Applications; 10.7907/jt3c-0m30
- Abbasi, Ehsan (2020) Universality
Laws and Performance Analysis of the Generalized Linear Models; 10.7907/873c-ej41
- Soh, Yong Sheng (2019) Fitting
Convex Sets to Data: Algorithms and Applications; 10.7907/jkmq-b430
- Bruer, John Jacob (2017) Recovering
Structured Low-rank Operators Using Nuclear Norms; 10.7907/Z9F18WQS
- Chen, Yuhua Richard (2017) Concentration
Inequalities of Random Matrices and Solving Ptychography with a Convex
Relaxation; 10.7907/Z9M906MF
- Horstmeyer, Roarke William (2016) Computational
Microscopy: Turning Megapixels into Gigapixels; 10.7907/Z95Q4T1W
- Shankar, Krishna (2016) Kinematics
and Local Motion Planning for Quasi-static Whole-body Mobile
Manipulation; 10.7907/Z9KK98RX
- Jaganathan, Kishore (2016) Convex
Programming-Based Phase Retrieval: Theory and Applications; 10.7907/Z9C82775
- Thrampoulidis, Christos (2016) Recovering
Structured Signals in High Dimensions via Non-Smooth Convex
Optimization: Precise Performance Analysis; 10.7907/Z998850V
- Oymak, Samet (2015) Convex
Relaxation for Low-Dimensional Representation: Phase Transitions and
Limitations; 10.7907/Z9S46PWX
- Faulkner, Matthew Nicholas (2014) Community
Sense and Response Systems; 10.7907/QFM5-FH06
- Ahn, Hyoung Jun (2014) Random
Propagation in Complex Systems: Nonlinear Matrix Recursions and Epidemic
Spread; 10.7907/MC7M-EE22
- Gittens, Alex A. (2013) Topics
in Randomized Numerical Linear Algebra; 10.7907/3K1S-R458
- Stobbe, Peter (2013) Convex
Analysis for Minimizing and Learning Submodular Set Functions; 10.7907/1A1J-SA64
- McCoy, Michael Brian (2013) A
Geometric Analysis of Convex Demixing; 10.7907/156S-EZ89
- Yoo, Juhwan (2012) Compressed
Sensing Receivers: Theory, Design, and Performance Limits; 10.7907/Y3FA-VB87
- Khajehnejad, M. Amin (2012) Combinatorial
Regression and Improved Basis Pursuit for Sparse Estimation; 10.7907/04J6-Y832
- Vyetrenko, Svitlana S. (2011) Network
Coding for Error Correction; 10.7907/D2ZM-V541
- Vyetrenko, Svitlana S. (2011) Network
Coding for Error Correction; 10.7907/D2ZM-V541
- Plan, Yaniv (2011) Compressed
Sensing, Sparse Approximation, and Low-Rank Matrix Estimation; 10.7907/K8W9-RS71
- Becker, Stephen R. (2011) Practical
Compressed Sensing: Modern Data Acquisition and Signal Processing;
10.7907/DC16-K322
- Vakili, Ali (2011) Random
Matrix Recursions in Estimation, Control, and Adaptive Filtering; 10.7907/HCKN-7W53
- Xu, Weiyu (2010) Compressive
Sensing for Sparse Approximations: Constructions, Algorithms, and
Analysis; 10.7907/F63K-GT12
- Sweatlock, Sarah Lynne (2008) Asymptotic
Weight Analysis of Low-Density Parity Check (LDPC) Code Ensembles;
10.7907/86BY-MA30