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Alexander Mathiasen

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Reducing the Cost of Quantum Chemical Data By Backpropagating Through Density Functional Theory

Feb 06, 2024
Alexander Mathiasen, Hatem Helal, Paul Balanca, Adam Krzywaniak, Ali Parviz, Frederik Hvilshøj, Blazej Banaszewski, Carlo Luschi, Andrew William Fitzgibbon

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Generating QM1B with PySCF$_{\text{IPU}}$

Nov 02, 2023
Alexander Mathiasen, Hatem Helal, Kerstin Klaser, Paul Balanca, Josef Dean, Carlo Luschi, Dominique Beaini, Andrew Fitzgibbon, Dominic Masters

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One Reflection Suffice

Sep 30, 2020
Alexander Mathiasen, Frederik Hvilshøj

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Fast Fréchet Inception Distance

Sep 29, 2020
Alexander Mathiasen, Frederik Hvilshøj

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What if Neural Networks had SVDs?

Sep 29, 2020
Alexander Mathiasen, Frederik Hvilshøj, Jakob Rødsgaard Jørgensen, Anshul Nasery, Davide Mottin

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Margin-Based Generalization Lower Bounds for Boosted Classifiers

Sep 30, 2019
Allan Grønlund, Lior Kamma, Kasper Green Larsen, Alexander Mathiasen, Jelani Nelson

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Optimal Minimal Margin Maximization with Boosting

Jan 30, 2019
Allan Grønlund, Kasper Green Larsen, Alexander Mathiasen

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Fast Exact k-Means, k-Medians and Bregman Divergence Clustering in 1D

Apr 25, 2018
Allan Grønlund, Kasper Green Larsen, Alexander Mathiasen, Jesper Sindahl Nielsen, Stefan Schneider, Mingzhou Song

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