publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. sphere.png
    Improving Energy Natural Gradient Descent through Woodbury, Momentum, and Randomization
    Andrés Guzmán-Cordero, Felix Dangel, Gil Goldshlager, and 1 more author
    In NeurIPS, 2025
    PDF
  2. vi.png
    Exponential Family Variational Flow Matching for Tabular Data Generation
    Andrés Guzmán-Cordero, Floor Eijkelboom, and Jan-Willem Meent
    In ICML, 2025
    PDF
  3. faraday.jpg
    Spiers Memorial Lecture: How to do impactful research in artificial intelligence for chemistry and materials science
    Austin H. Cheng, Cher Tian Ser, Marta Skreta, and 8 more authors
    Faraday Discuss., 2025
    DOI

2024

  1. 3dbayes.jpg
    Dimension Debate: Is 3D a Step Too Far for Optimizing Molecules?
    Andrés Guzmán-Cordero, Luca A. Thiede, Gary Tom, and 3 more authors
    In AI4Mat @ NeurIPS, 2024
    PDF