Sengupta, Debajyoti
- CURTAINs Flows For Flows: Constructing Unobserved Regions with Maximum Likelihood Estimation
2023/05/08 by Debajyoti Sengupta, Sengupta, Debajyoti, Samuel Klein +5 · 3 citations
Computer Science · #Algorithms and Data Compression #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Music and Audio Processing
- EPiC-ly Fast Particle Cloud Generation with Flow-Matching and Diffusion
2023/09/29 by Erik Buhmann, Buhmann, Erik, Cedric Ewen +17 · 4 citations
Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #High-Energy Particle Collisions Research #Particle physics theoretical and experimental studies
- The Mass-ive Issue: Anomaly Detection in Jet Physics
2023/03/24 by T. Golling, T. Nobe, Golling, Tobias +19 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computational Physics and Python Applications #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #High Energy Physics - Phenomenology (hep-ph)
- Improving new physics searches with diffusion models for event observables and jet constituents
2023/12/15 by Debajyoti Sengupta, Sengupta, Debajyoti, Matthew Leigh +7 · 1 citation
Physics and Astronomy · Computer Science · #Particle physics theoretical and experimental studies #High-Energy Particle Collisions Research #Gaussian Processes and Bayesian Inference
- SkyCURTAINs: Model agnostic search for Stellar Streams with Gaia data
2024/05/20 by Debajyoti Sengupta, Sengupta, Debajyoti, Stephen Mulligan +7 · 1 citation
Computer Science · #Advanced Computational Techniques and Applications #Astrophysics of Galaxies (astro-ph.GA) #Data Analysis #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Statistics and Probability (physics.data-an) #Time Series Analysis and Forecasting