Poster Presentations

Saturday, Oct. 4th

• Michael Wieck-Sosa (Department of Statistics & Data Science, Carnegie Mellon University)
  • Title: "Simulation-Based Inference Using Random Features"
  • Co-Author: Cosma Shalizi
• Fatemeh Hafezianzadeh (McWilliams Center for Cosmology, Department of Physics, Carnegie Mellon University)
  • Title: "An AI super-resolution field emulator for cosmological hydrodynamics: the Lyman-α forest"
  • Co-Authors: Xiaowen Zhang, Yueying Ni, Rupert A. C. Croft, Simeon BirdMahdi Qezlou, Tiziana DiMatteo
• Emilie Burnham (Department of Astronomy & Astrophysics, The Pennsylvania State University)
  • Title: "It’s More Complicated Than You Think: A Forward Model to Infer the Recent Star Formation History, Bursty or Not, from Galaxy Populations"
  • Co-Authors: Bingjie Wang, Joel Leja
• Julia Walchessen (Department of Statistics & Data Science, Carnegie Mellon University)
  • Title: "Neural Conditional Simulation for Complex Spatial Processes"
  • Co-Authors: Andrew Zammit--Mangion, Raphael Huser, Mikael Kuusela
• Richard Zhu (Department of Statistics & Data Science, Carnegie Mellon University)
  • Title: "Simulation-Based Unfolding of Particle Distributions in the Presence of Nuisance Parameters"
  • Co-Authors: Krish Desai, Mikael Kuusela, Vinicius Mikuni, Benjamin Nachman, Larry Wasserman
• Alex Shen (Department of Statistics & Data Science, Carnegie Mellon University)
  • Title: "Mining Gold for Neural Likelihoods: Applications to Hierarchical Spatial Models"
  • Co-Author: Mikael Kuusela
• Erik A. Bensen (Department of Statistics & Data Science, Carnegie Mellon University)
  • Title: "Simulation-based inference for spatial warping error models with applications to aerosol parameter constraints"
  • Co-Authors: Victor Sanchez, Hamish Gordon, Mikael Kuusela
• Jingyan Li (Carnegie Mellon University)
  • Title: "Travel behavior modeling under transportation network disruptions: a hybrid traffic simulation and computational graph approach"
  • Co-Author: Sean Qian
• Elizabeth Cucuzzella (Department of Statistics & Data Science, Carnegie Mellon University)
  • Title: "Trustworthy Predictive Distributions for Probabilistic Weather Forecasting"
  • Co-Authors: Ann B. Lee, Tria McNeely, Rafael Izbicki
• Joshua Ingram (Department of Statistics & Data Science, Carnegie Mellon University)
  • Title: "Trustworthy Scientific Inference: Estimating stellar parameters with cross-matched astronomical catalogs under selection bias"
  • Co-Author: James Carzon, Luca Masserano, Alex Shen, Antonio Carlos Herling Ribeiro Junior, Tommaso Dorigo, Michele Doro, Joshua Speagle, Rafael Izbicki, Ann Lee
• Niels Bracher (Rensselaer Polytechnic Institute)
  • Title: "Jointly amortized adaptive design and Bayesian inference"
  • Co-Authors: Lars Kühmichel, Paul Bürkner, Stefan Radev

Sunday, Oct. 5th

• Soheun Yi (Department of Statistics & Data Science, Carnegie Mellon University)
  • Title: "Model-Agnostic Search for New Physics Signals with Smeared Density Ratios"
  • Co-Author: John Alison, Mikael Kuusela
• William Davis (Terra AI)
  • Title: "Simulation-Based Inference of Rapid Changes in the Earth's Magnetic Dipole Field"
  • Co-Authors: Catherine Constable, Nicole Clizzie
• Thea Sukianto (Department of Statistics & Data Science, Carnegie Mellon University)
  • Title: "Advances in neural likelihood for irregular spatial data with Argo floats"
  • Co-Authors: Donata Giglio, Mikael Kuusela
• Shuheng Zhou (University of California, Riverside)
  • Title: "Recent progress in large-scale spatio-temporal modeling and estimation"
• Dan Leonte (King Abdullah University of Science and Technology (KAUST))
  • Title: "Telescoping ratio estimation for simulation-based inference"
  • Co-Authors: Raphaël Huser, Almut E. D. Veraart
• Leigh Preimesberger (Department of Statistics & Data Science, Carnegie Mellon University)
  • Title: "Estimating the Caustic Skeleton"
  • Co-Author: Larry Wasserman, Job Feldbrugge
• James Carzon (Department of Statistics & Data Science, Carnegie Mellon University)
  • Title: "On focusing statistical power for searches and measurements in particle physics"
  • Co-Authors: Aishik Ghosh, Rafael Izbicki, Ann B Lee, Luca Masserano, Daniel Whiteson
• Naomi Wharton (School of Oceanography, University of Washington)
  • Title: "Multiscale parameter estimation from satellite sea surface temperature observations"
  • Co-Author: Alison Gray, Mikael Kuusela
• Tim White (Department of Statistics & Data Science, Carnegie Mellon University)
  • Title: "Neural Posterior Estimation for Mapping Weak Lensing Shear and Convergence"
  • Co-Authors: Shreyas Chandrashekaran, Dingrui Tao, Camille Avestruz, Jeffrey Regier
• Victor Alejandro Sanchez (Department of Chemical Engineering, Carnegie Mellon University)
  • Title: "Statistical Confidence Intervals on PPE Parameters: Application to the Radiative Effects of Biomass Burning Aerosols"
  • Co-Author: James Carzon, Mikael Kuusela, Hamish Gordon
• John Hughes (Department of Biostatistics and Health Data Science
  College of Health, Lehigh University)
  • Title: "Neural Bayes Agreement: Bayesian Copula Modeling with Likelihood-Free Inference and a Mutual Information Scale"