Max Tegmark
Massachusetts Institute of Technology
H-index: 127
North America-United States
Top articles of Max Tegmark
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Opening the AI black box: program synthesis via mechanistic interpretability | arXiv preprint arXiv:2402.05110 | Eric J Michaud Isaac Liao Vedang Lad Ziming Liu Anish Mudide | 2024/2/7 |
Interpretable conservation laws as sparse invariants | Physical Review E | Ziming Liu Patrick Obin Sturm Saketh Bharadwaj Sam J Silva Max Tegmark | 2024/2/27 |
Black-Box Access is Insufficient for Rigorous AI Audits | arXiv preprint arXiv:2401.14446 | Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis | 2024/1/25 |
The clock and the pizza: Two stories in mechanistic explanation of neural networks | NeurIPS | Ziqian Zhong Ziming Liu Max Tegmark Jacob Andreas | 2023 |
La vie 3.0: Etre humain à l'ère de l'intelligence artificielle | Max Tegmark | 2024/1/10 | |
The quantization model of neural scaling | Advances in Neural Information Processing Systems | Eric Michaud Ziming Liu Uzay Girit Max Tegmark | 2024/2/13 |
GenEFT: Understanding Statics and Dynamics of Model Generalization via Effective Theory | arXiv preprint arXiv:2402.05916 | David D Baek Ziming Liu Max Tegmark | 2024/2/8 |
A Resource Model For Neural Scaling Law | arXiv preprint arXiv:2402.05164 | Jinyeop Song Ziming Liu Max Tegmark Jeff Gore | 2024/2/7 |
KAN: Kolmogorov-Arnold Networks | arXiv preprint arXiv:2404.19756 | Ziming Liu Yixuan Wang Sachin Vaidya Fabian Ruehle James Halverson | 2024/4/30 |
Discovering New Interpretable Conservation Laws as Sparse Invariants | arXiv preprint arXiv:2305.19525 | Ziming Liu Patrick Obin Sturm Saketh Bharadwaj Sam Silva Max Tegmark | 2023/5/31 |
Generating interpretable networks using hypernetworks | arXiv preprint arXiv:2312.03051 | Isaac Liao Ziming Liu Max Tegmark | 2023/12/5 |
Grokking as Compression: A Nonlinear Complexity Perspective | arXiv preprint arXiv:2310.05918 | Ziming Liu Ziqian Zhong Max Tegmark | 2023/10/9 |
Genphys: From physical processes to generative models | arXiv preprint arXiv:2304.02637 | Ziming Liu Di Luo Yilun Xu Tommi Jaakkola Max Tegmark | 2023/4/5 |
Growing Brains in Recurrent Neural Networks for Multiple Cognitive Tasks | Ziming Liu Mikail Khona Ila Fiete Max Tegmark | 2023/11/29 | |
A Neural Scaling Law from Lottery Ticket Ensembling | arXiv preprint arXiv:2310.02258 | Ziming Liu Max Tegmark | 2023/10/3 |
Language models represent space and time | arXiv preprint arXiv:2310.02207 | Wes Gurnee Max Tegmark | 2023/10/3 |
Precision machine learning | Entropy | Eric J Michaud Ziming Liu Max Tegmark | 2023/1 |
Growing brains: Co-emergence of anatomical and functional modularity in recurrent neural networks | arXiv preprint arXiv:2310.07711 | Ziming Liu Mikail Khona Ila R Fiete Max Tegmark | 2023/10/11 |
AI-Feynman: Symbolic regression algorithm | Astrophysics Source Code Library | Silviu-Marian Udrescu Max Tegmark Andrew Tan Jiahai Feng Orisvaldo Net | 2023/10 |
Seeing is believing: Brain-inspired modular training for mechanistic interpretability | Entropy | Ziming Liu Eric Gan Max Tegmark | 2023/12/30 |
