Buskulic, Nathan

1. Convergence and Recovery Guarantees of Unsupervised Neural Networks for Inverse Problems
   2023/09/21 by Nathan Buskulic, Jalal Fadili, Buskulic, Nathan +3 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
2. Maximizing Drift is Not Optimal for Solving OneMax
   2019/04/16 by Buskulic, Nathan, Doerr, Carola · 1 citation
   #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
3. Convergence Guarantees of Overparametrized Wide Deep Inverse Prior
   2023/03/20 by Nathan Buskulic, Yvain Quéau, Buskulic, Nathan +3 · 1 citation
   Computer Science · Engineering · #Medical Image Segmentation Techniques #Sparse and Compressive Sensing Techniques #Advanced Neural Network Applications
4. Recovery Guarantees of Unsupervised Neural Networks for Inverse Problems trained with Gradient Descent
   2024/03/08 by Nathan Buskulic, Buskulic, Nathan, Jalal Fadili +3 · 2 citations
   Computer Science · Engineering · Mathematics · #Neural Networks and Applications #Advanced Control and Stabilization in Aerospace Systems #Advanced Research in Science and Engineering
5. Implicit Regularization of the Deep Inverse Prior Trained with Inertia
   2025/06/03 by Nathan Buskulic, Buskulic, Nathan, Jalal Fadili +3 · 1 citation
   Engineering · Mathematics · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Numerical methods in inverse problems #Topology Optimization in Engineering