Potapczynski, Andres

12 publications

ICML 2025 Customizing the Inductive Biases of SoftMax Attention Using Structured Matrices Yilun Kuang, Noah Amsel, Sanae Lotfi, Shikai Qiu, Andres Potapczynski, Andrew Gordon Wilson

ICLRW 2025 Flexible Models of Functional Annotations to Variant Effects Using Accelerated Linear Algebra Alan Nawzad Amin, Andres Potapczynski, Andrew Gordon Wilson

ICML 2025 Training Flexible Models of Genetic Variant Effects from Functional Annotations Using Accelerated Linear Algebra Alan Nawzad Amin, Andres Potapczynski, Andrew Gordon Wilson

ICML 2024 Compute Better Spent: Replacing Dense Layers with Structured Matrices Shikai Qiu, Andres Potapczynski, Marc Anton Finzi, Micah Goldblum, Andrew Gordon Wilson

NeurIPSW 2024 Effectively Leveraging Exogenous Information Across Neural Forecasters Andres Potapczynski, Kin G. Olivares, Malcolm Wolff, Andrew Gordon Wilson, Dmitry Efimov, Vincent Quenneville-Belair

NeurIPS 2024 Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices Andres Potapczynski, Shikai Qiu, Marc Finzi, Christopher Ferri, Zixi Chen, Micah Goldblum, C. Bayan Bruss, Christopher De Sa, Andrew Gordon Wilson

ICLR 2023 A Stable and Scalable Method for Solving Initial Value PDEs with Neural Networks Marc Anton Finzi, Andres Potapczynski, Matthew Choptuik, Andrew Gordon Wilson

NeurIPS 2023 CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra Andres Potapczynski, Marc Finzi, Geoff Pleiss, Andrew G Wilson

ICML 2023 Simple and Fast Group Robustness by Automatic Feature Reweighting Shikai Qiu, Andres Potapczynski, Pavel Izmailov, Andrew Gordon Wilson

NeurIPS 2022 PAC-Bayes Compression Bounds so Tight That They Can Explain Generalization Sanae Lotfi, Marc Finzi, Sanyam Kapoor, Andres Potapczynski, Micah Goldblum, Andrew G Wilson

ICML 2021 Bias-Free Scalable Gaussian Processes via Randomized Truncations Andres Potapczynski, Luhuan Wu, Dan Biderman, Geoff Pleiss, John P Cunningham

NeurIPS 2020 Invertible Gaussian Reparameterization: Revisiting the Gumbel-SoftMax Andres Potapczynski, Gabriel Loaiza-Ganem, John P. Cunningham