Desai, Malina

1. Rapid Likelihood Free Inference of Compact Binary Coalescences using Accelerated Hardware
   2024/07/26 by Chatterjee, Deep, Marx, Ethan, Benoit, William +12 · 3 citations
   #FOS: Computer and information sciences #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
2. Building Machine Learning Challenges for Anomaly Detection in Science
   2025/03/03 by Campolongo, Elizabeth G., Chou, Yuan-Tang, Govorkova, Ekaterina +147 · 3 citations
   #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
3. Optimizing Likelihood-free Inference using Self-supervised Neural Symmetry Embeddings
   2023/12/11 by Deep Chatterjee, Chatterjee, Deep, Philip Harris +9 · 1 citation
   Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
4. Kilonova Light Curve Parameter Estimation Using Likelihood-Free Inference
   2024/08/13 by Malina Desai, Desai, Malina, Deep Chatterjee +9 · 1 citation
   Chemistry · Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Optical Systems and Laser Technology #Spectroscopy and Chemometric Analyses