Solving inverse problems using data-driven models

• Accurate PMU Frequency and ROCOF Tracking via IpQPFT: A Novel Interpolated QPFT Framework

  2026 IEEE Transactions on Instrumentation and Measurement article Computer Science Digital Filter Design and Implementation Open access

  0

  citations
• Benchmarking learned algorithms for computed tomography image reconstruction tasks

  2025 Applied Mathematics for Modern Challenges article Medicine Medical Imaging Techniques and Applications Open access

  5

  citations
• ASTRA kernelkit: GPU-accelerated projectors for computed tomography using cupy

  2024 Applied Mathematics for Modern Challenges article Computer Science Parallel Computing and Optimization Techniques Open access

  2

  citations
• Uncertainty Quantification For Learned ISTA

  2023 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) conference-paper Mathematics Numerical methods in inverse problems

  4

  citations
• Generalization error bounds for iterative recovery algorithms unfolded as neural networks

  2023 Information and Inference A Journal of the IMA article Engineering Sparse and Compressive Sensing Techniques Open access

  6

  citations
• Compressive Sensing and Neural Networks from a Statistical Learning Perspective

  2022 Applied and numerical harmonic analysis book-chapter Engineering Sparse and Compressive Sensing Techniques Open access

  12

  citations
• Quantitative Comparison of Deep Learning-Based Image Reconstruction Methods for Low-Dose and Sparse-Angle CT Applications

  2021 Journal of Imaging article Medicine Medical Imaging Techniques and Applications Open access

  53

  citations
• Fast ultrasonic imaging using end-to-end deep learning

  2020 IEEE International Ultrasonics Symposium conference-paper Engineering Ultrasonics and Acoustic Wave Propagation Open access

  7

  citations

8 results