Anna C. Gilbert

1. Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit
   2007/12/01 by Joel A. Tropp, Anna C. Gilbert · 260 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Blind Source Separation Techniques #Microwave Imaging and Scattering Analysis
2. Sketched SVD: Recovering Spectral Features from Compressive Measurements
   2012/11/02 by Anna C. Gilbert, Gilbert, Anna C., Jae Young Park +3 · 7 citations
   Engineering · Computer Science · Medicine · #Sparse and Compressive Sensing Techniques #Image and Signal Denoising Methods #Advanced MRI Techniques and Applications
3. On the Approximation Properties of Random ReLU Features
   2018/10/10 by Yitong Sun, Anna C. Gilbert, Sun, Yitong +3 · 6 citations
   Computer Science · #Machine Learning and ELM #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications
4. But How Does It Work in Theory? Linear SVM with Random Features
   2018/09/12 by Yitong Sun, Anna C. Gilbert, Sun, Yitong +3 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
5. Wasserstein Wormhole: Scalable Optimal Transport Distance with Transformers
   2024/04/15 by Doron Haviv, Haviv, Doron, Russell Kunes +11 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Cell Image Analysis Techniques #Computational Geometry (cs.CG) #FOS: Biological sciences #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Genomics (q-bio.GN) #Machine Learning (cs.LG)
6. Project and Forget: Solving Large-Scale Metric Constrained Problems
   2020/05/08 by Rishi Sonthalia, Sonthalia, Rishi, Anna C. Gilbert +1 · 1 citation
   Computer Science · Engineering · #Automated Road and Building Extraction #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Video Surveillance and Tracking Methods
7. Tree! I am no Tree! I am a Low Dimensional Hyperbolic Embedding
   2020/05/08 by Rishi Sonthalia, Anna C. Gilbert, Sonthalia, Rishi +1 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Caveolin-1 and cellular processes #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metric Geometry (math.MG) #Topological and Geometric Data Analysis
8. How can classical multidimensional scaling go wrong?
   2021/10/21 by Rishi Sonthalia, Sonthalia, Rishi, Gregory Van Buskirk +5 · 1 citation
   Computer Science · #Face and Expression Recognition #Neural Networks and Applications #Blind Source Separation Techniques
9. Shedding Light on Problems with Hyperbolic Graph Learning
   2024/11/11 by Isay Katsman, Katsman, Isay, Anna C. Gilbert +1 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
10. Revisiting the Necessity of Graph Learning and Common Graph Benchmarks
    2024/12/09 by Isay Katsman, Katsman, Isay, Ethan Lou +3 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Semantic Web and Ontologies
11. Structural Tractability Frontiers for Metric Repair
    2026/07/31 by Asaf Etgar, Anna C. Gilbert, Jamie Tucker-Foltz
    Computer Science · #cs.DS