Open Access
| Issue |
EPJ Web of Conf.
Volume 295, 2024
26th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2023)
|
|
|---|---|---|
| Article Number | 09011 | |
| Number of page(s) | 8 | |
| Section | Artificial Intelligence and Machine Learning | |
| DOI | https://doi.org/10.1051/epjconf/202429509011 | |
| Published online | 06 May 2024 | |
- Y. LeCun, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, and W. E. Hubbard, “Handwritten digit recognition with a back-propagation network,” in Advances in Neural Information Processing Systems, 1999, pp. 396–404. [Google Scholar]
- A. Bogatskiy, B. Anderson, J. T. Offermann, M. Roussi, D. W. Miller, and R. Kondor, “Lorentz Group Equivariant Neural Network for Particle Physics,” 37th International Conference on Machine Learning, ICML 2020, vol. PartF168147-2, pp. 969–979, Jun. 2020, Accessed: Sep. 26, 2023. [Online]. Available: https://arxiv.org/abs/2006.04780v1 [Google Scholar]
- OpenAI, “GPT-4 Technical Report,” Mar. 2023, Accessed: Sep. 26, 2023. [Online]. Available: https://arxiv.org/abs/2303.08774v3 [Google Scholar]
- “gordonwatts/diff-prog-intro: Me, attempting to understand the basics of differentiable programming.” Accessed: Sep. 26, 2023. [Online]. Available: https://github.com/gordonwatts/diff-prog-intro [Google Scholar]
- T. Kluyver et al., “Jupyter Notebooks – a publishing format for reproducible computational workflows,” Positioning and Power in Academic Publishing: Players, Agents and Agendas - Proceedings of the 20th International Conference on Electronic Publishing, ELPUB 2016, pp. 87–90, 2016, doi: 10.3233/978-1-61499-649-1-87. [Google Scholar]
- “google-deepmind/dm-haiku: JAX-based neural network library.” Accessed: Sep. 26, 2023. [Online]. Available: https://github.com/google-deepmind/dm-haiku [Google Scholar]
- “google-deepmind/optax: Optax is a gradient processing and optimization library for JAX.” Accessed: Sep. 26, 2023. [Online]. Available: https://github.com/google-deepmind/optax [Google Scholar]
- C. R. Harris et al., “Array programming with NumPy,” Nature 2020 585:7825, vol. 585, no. 7825, pp. 357–362, Sep. 2020, doi: 10.1038/s41586-020-2649-2. [Google Scholar]
- J. D. Hunter, “Matplotlib: a 2D graphics environment,” Comput. Sci. Eng., vol. 9, no. 3, pp. 90–95, 2007, doi: 10.1109/mcse.2007.55. [NASA ADS] [CrossRef] [Google Scholar]
- L. Heinrich, M. Feickert, and G. Stark, “scikit-hep/pyhf: v0.7.4,” Sep. 2023, doi: 10.5281/ZENODO.8323306. [Google Scholar]
- M. Kagan and L. Heinrich, “Branches of a Tree: Taking Derivatives of Programs with Discrete and Branching Randomness in High Energy Physics,” Aug. 2023, Accessed: Sep. 26, 2023. [Online]. Available: https://arxiv.org/abs/2308.16680v1 [Google Scholar]
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.