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Polanska, Alicja

  1. Learned harmonic mean estimation of the Bayesian evidence with normalizing flows
    2024/05/09 by Alicja Polanska, Polanska, Alicja, Matt A. Price +7 · 1 voice · 4 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Fault Detection and Control Systems #Fluid Dynamics and Mixing
  2. Learned harmonic mean estimation of the marginal likelihood with normalizing flows
    2023/06/30 by Polanska, Alicja, Price, Matthew A., Mancini, Alessio Spurio +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (stat.ML) #Methodology (stat.ME)
  3. Accelerated Bayesian parameter estimation and model selection for gravitational waves with normalizing flows
    2024/10/28 by Polanska, Alicja, Wouters, Thibeau, Pang, Peter T. H. +2 · 1 citation
    #FOS: Computer and information sciences #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Astrophysical Phenomena (astro-ph.HE) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)