Benjamin A. Burns

News archive

[2026-10-22]New preprint on going beyond best-of-k evaluation for nonlinear inverse problems is available on arXiv, joint with Merve Kocabaş, Andreas Geiger, Kent Gauen, and Sara Fridovich-Keil. [2026-10-19]I was awarded the Steve W. Chaddick Fellowship. [2026-10-16]I presented two posters at the ML@GT Student Conference on our papers "When, Why, How" and PC-DAPS. [2026-05-28]New preprint on understanding when, why, and how diffusion posterior samplers fail is available on arXiv, joint with Sara Fridovich-Keil. [2026-04-03]I presented our on-going work on SVGD with neural operators at the 2026 Southeast ACM Student Workshop at Emory University. [2026-03-25]I presented our on-going work on SVGD with neural operators in MS160 at SIAM UQ26. [2026-02-21]I presented a poster on SVGD with neural operators at GSCS 2026. [2025-06-13]I was awarded an NSF Graduate Research Fellowship. [2024-10-21]I presented a poster on PDE perspectives on SBDM at SIAM MDS. [2024-08-19]I started my PhD in CSE at Georgia Tech! [2024-06-24]I presented a poster on PDE perspectives on SBDM at CAIMS.