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Marc Anton Finzi

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

9

Venues

2

Active years

2021–2025

Best venue rank

A*

Where they publish

Papers

9 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRCompute-Optimal LLMs Provably Generalize Better with Scale.Marc Anton Finzi, Sanyam Kapoor, Diego Granziol, Anming Gu, Christopher De Sa, J. Zico Kolter, Andrew Gordon Wilson
2024ICMLPosition: The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning.Micah Goldblum, Marc Anton Finzi, Keefer Rowan, Andrew Gordon Wilson
2024ICMLNon-Vacuous Generalization Bounds for Large Language Models.Sanae Lotfi, Marc Anton Finzi, Yilun Kuang, Tim G. J. Rudner, Micah Goldblum, Andrew Gordon Wilson
2024ICMLCompute Better Spent: Replacing Dense Layers with Structured Matrices.Shikai Qiu, Andres Potapczynski, Marc Anton Finzi, Micah Goldblum, Andrew Gordon Wilson
2023ICLRA Stable and Scalable Method for Solving Initial Value PDEs with Neural Networks.Marc Anton Finzi, Andres Potapczynski, Matthew Choptuik, Andrew Gordon Wilson
2023ICLRThe Lie Derivative for Measuring Learned Equivariance.Nate Gruver, Marc Anton Finzi, Micah Goldblum, Andrew Gordon Wilson
2023ICMLUser-defined Event Sampling and Uncertainty Quantification in Diffusion Models for Physical Dynamical Systems.Marc Anton Finzi, Anudhyan Boral, Andrew Gordon Wilson, Fei Sha, Leonardo Zepeda-Nez
2022ICLRDeconstructing the Inductive Biases of Hamiltonian Neural Networks.Nate Gruver, Marc Anton Finzi, Samuel Don Stanton, Andrew Gordon Wilson
2021ICLRProbabilistic Numeric Convolutional Neural Networks.Marc Anton Finzi, Roberto Bondesan, Max Welling