Alexander Mathiasen

According to our database, Alexander Mathiasen authored at least 9 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

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

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

CoRR, 2024

HUNIPU: Efficient Hungarian Algorithm on IPUs.

Cheng Huang, Alexander Mathiasen, Josef Dean, Davide Mottin, Ira Assent

Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

2023

Generating QM1B with PySCF_IPU.

Alexander Mathiasen, Hatem Helal, Kerstin Klaser, Paul Balanca, Josef Dean, Carlo Luschi, Dominique Beaini, Andrew W. Fitzgibbon, Dominic Masters

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2020

One Reflection Suffice.

Alexander Mathiasen, Frederik Hvilshøj

CoRR, 2020

Fast Fréchet Inception Distance.

Alexander Mathiasen, Frederik Hvilshøj

CoRR, 2020

What if Neural Networks had SVDs?

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

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Margin-Based Generalization Lower Bounds for Boosted Classifiers.

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

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Optimal Minimal Margin Maximization with Boosting.

Alexander Mathiasen, Kasper Green Larsen, Allan Grønlund

Proceedings of the 36th International Conference on Machine Learning, 2019

2017

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

Allan Grønlund, Kasper Green Larsen, Alexander Mathiasen, Jesper Sindahl Nielsen

CoRR, 2017