Towards automated circuit discovery for mechanistic interpretability A Conmy, A Mavor-Parker, A Lynch, S Heimersheim, A Garriga-Alonso Advances in Neural Information Processing Systems 36, 16318-16352, 2023 | 123 | 2023 |
HERA phase I limits on the cosmic 21 cm signal: constraints on astrophysics and cosmology during the epoch of reionization Z Abdurashidova, JE Aguirre, P Alexander, ZS Ali, Y Balfour, R Barkana, ... The Astrophysical Journal 924 (2), 51, 2022 | 116 | 2022 |
Improved constraints on the 21 cm EoR power spectrum and the X-ray heating of the IGM with HERA phase I observations T Adams, JE Aguirre, P Alexander, ZS Ali, R Baartman, Y Balfour, ... The Astrophysical Journal 945 (2), 124, 2023 | 74 | 2023 |
Cannibalism hinders growth: Cannibal Dark Matter and the S8 tension S Heimersheim, N Schöneberg, DC Hooper, J Lesgourgues Journal of Cosmology and Astroparticle Physics 2020 (12), 016, 2020 | 40 | 2020 |
A circuit for Python docstrings in a 4-layer attention-only transformer S Heimersheim, J Janiak https://www.alignmentforum.org/posts/u6KXXmKFbXfWzoAXn/a-circuit-for-python …, 2023 | 19 | 2023 |
What it takes to measure Reionization with Fast Radio Bursts S Heimersheim, NS Sartorio, A Fialkov, DR Lorimer The Astrophysical Journal 933 (1), 57, 2022 | 15 | 2022 |
Joint analysis constraints on the physics of the first galaxies with low-frequency radio astronomy data HTJ Bevins, S Heimersheim, I Abril-Cabezas, A Fialkov, E de Lera Acedo, ... Monthly Notices of the Royal Astronomical Society 527 (1), 813-827, 2024 | 9 | 2024 |
How to use and interpret activation patching S Heimersheim, N Nanda arXiv preprint arXiv:2404.15255, 2024 | 6 | 2024 |
Constraining the properties of Population III galaxies with multiwavelength observations S Pochinda, T Gessey-Jones, HTJ Bevins, A Fialkov, S Heimersheim, ... Monthly Notices of the Royal Astronomical Society 531 (1), 1113-1132, 2024 | 5 | 2024 |
A circuit for Python docstrings in a 4-layer attention-only transformer, 2023 S Heimersheim, J Janiak URL https://www. alignmentforum. org/posts/u6KXXmKFbXfWzoAXn/a-circuit-for …, 0 | 5 | |
FlexKnot and Gaussian Process for 21 cm global signal analysis and foreground separation S Heimersheim, L Rønneberg, H Linton, F Pagani, A Fialkov Monthly Notices of the Royal Astronomical Society 527 (4), 11404-11421, 2024 | 2 | 2024 |
Data and Code for" What it Takes to Measure Reionization with Fast Radio Bursts" S Heimersheim, NS Sartorio, A Fialkov, DR Lorimer Zenodo, 2021 | 2 | 2021 |
Using Degeneracy in the Loss Landscape for Mechanistic Interpretability L Bushnaq, J Mendel, S Heimersheim, D Braun, N Goldowsky-Dill, ... arXiv preprint arXiv:2405.10927, 2024 | 1 | 2024 |
Contribution to the 2022 Cosmology session of the 56th Rencontres de Moriond: Reionization constraints from HERA 21cm power spectrum limits S Heimersheim arXiv preprint arXiv:2203.12626, 2022 | 1 | 2022 |
Constraining reionization: Evidence from 21 cm limits and predictions for fast radio bursts S Heimersheim | | 2024 |
Solving the Mechanistic Interpretability challenges: EIS VII Challenge 2 S Heimersheim, M Hobbhahn https://www.alignmentforum.org/posts/k43v47eQjaj6fY7LE/solving-the …, 2023 | | 2023 |
Solving the Mechanistic Interpretability challenges: EIS VII Challenge 1 S Heimersheim, M Hobbhahn https://www.alignmentforum.org/posts/sTe78dNJDGywu9Dz6/solving-the …, 2023 | | 2023 |
Residual stream norms grow exponentially over the forward pass S Heimersheim, A Turner https://www.alignmentforum.org/posts/8mizBCm3dyc432nK8/residual-stream-norms …, 2023 | | 2023 |
How-to Transformer Mechanistic Interpretability—in 50 lines of code or less! S Heimersheim https://www.alignmentforum.org/posts/hnzHrdqn3nrjveayv/how-to-transformer …, 2023 | | 2023 |
CNN feature visualization in 50 lines of code S Heimersheim https://www.lesswrong.com/posts/raRSW3e9iYMwkqjBX/cnn-feature-visualization …, 2022 | | 2022 |