Caleb Dahlke

3 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13)

Conferences

AISTATS (1) ICLR (1) NIPS (1)

Top co-authors

Jason Pacheco (3) Sue Zheng (1)

Keywords

variational inference (2) gaussian mixture model (2) mutual information (1) differential entropy (1) moment matching (1) legendre polynomial (1) implicit model (1) polynomial approximation (1) taylor series (1) likelihood-free inference (1)

Papers

Flow-based Variational Mutual Information: Fast and Flexible Approximations ICLR 2025

On Convergence of Polynomial Approximations to the Gaussian Mixture Entropy NIPS 2023

Fast Variational Estimation of Mutual Information for Implicit and Explicit Likelihood Models AISTATS 2023