Dasgupta, Agnimitra

1. Memorization and Regularization in Generative Diffusion Models
   2025/01/27 by Ricardo Baptista, Baptista, Ricardo, Agnimitra Dasgupta +7 · 6 citations
   Computer Science · #Advanced Mathematical Modeling in Engineering #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
2. A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows
   2023/10/07 by Dasgupta, Agnimitra, Patel, Dhruv V, Ray, Deep +2 · 1 citation
   #Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)
3. Simultaneous Reconstruction and Uncertainty Quantification for Tomography
   2021/03/29 by Dasgupta, Agnimitra, Graziani, Carlo, Di, Zichao Wendy · 1 citation
   #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (stat.ML)
4. Diffusion Models for Generating Ballistic Spacecraft Trajectories
   2024/05/20 by Tyler Presser, Agnimitra Dasgupta, Presser, Tyler +5 · 1 citation
   Engineering · Physics and Astronomy · #Astro and Planetary Science #FOS: Computer and information sciences #Robotics (cs.RO) #Space Satellite Systems and Control #Spacecraft Dynamics and Control
5. Unifying and extending Diffusion Models through PDEs for solving Inverse Problems
   2025/04/10 by Dasgupta, Agnimitra, da Cunha, Alexsander Marciano, Fardisi, Ali +4 · 1 citation
   #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)