Marc Anton Finzi

9 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14) 🔥 Unstoppable (5)

Conferences

ICLR (5) ICML (4)

Top co-authors

Andrew Gordon Wilson (8) Micah Goldblum (4) Andres Potapczynski (2) Nate Gruver (2) Christopher De Sa (1) Diego Granziol (1) Tim G. J. Rudner (1) Max Welling (1) Sanyam Kapoor (1) Shikai Qiu (1)

Keywords

uncertainty quantification (1) score function (1) diffusion model (1) dynamical system (1) conditional sampling (1) chaotic system (1)

Papers

Compute-Optimal LLMs Provably Generalize Better with Scale ICLR 2025

Compute Better Spent: Replacing Dense Layers with Structured Matrices ICML 2024

Position: The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning ICML 2024

Non-Vacuous Generalization Bounds for Large Language Models ICML 2024

User-defined Event Sampling and Uncertainty Quantification in Diffusion Models for Physical Dynamical Systems ICML 2023

A Stable and Scalable Method for Solving Initial Value PDEs with Neural Networks ICLR 2023

The Lie Derivative for Measuring Learned Equivariance ICLR 2023

Deconstructing the Inductive Biases of Hamiltonian Neural Networks ICLR 2022

Probabilistic Numeric Convolutional Neural Networks ICLR 2021