Andrey Gromov
Brown University
H-index: 23
North America-United States
Top articles of Andrey Gromov
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Bridging Associative Memory and Probabilistic Modeling | arXiv preprint arXiv:2402.10202 | Rylan Schaeffer Nika Zahedi Mikail Khona Dhruv Pai Sang Truong | 2024/2/15 |
Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications | Advances in Neural Information Processing Systems | Darshil Doshi Tianyu He Andrey Gromov | 2024/2/13 |
Colloquium: Fracton matter | Reviews of Modern Physics, 2024 | Andrey Gromov Leo Radzihovsky | 2024/1/5 |
Is Model Collapse Inevitable? Breaking the Curse of Recursion by Accumulating Real and Synthetic Data | arXiv preprint arXiv:2404.01413 | Matthias Gerstgrasser Rylan Schaeffer Apratim Dey Rafael Rafailov Henry Sleight | 2024/4/1 |
The unreasonable ineffectiveness of the deeper layers | arXiv preprint arXiv:2403.17887 | Andrey Gromov Kushal Tirumala Hassan Shapourian Paolo Glorioso Daniel A Roberts | 2024/3/26 |
Associative Memory Under the Probabilistic Lens: Improved Transformers & Dynamic Memory Creation | Rylan Schaeffer Mikail Khona Nika Zahedi Ila R Fiete Andrey Gromov | 2023/11/26 | |
Grokking modular arithmetic | arXiv preprint arXiv:2301.02679 | Andrey Gromov | 2023/1/6 |
Divergence at the interpolation threshold: Identifying, interpreting & ablating the sources of a deep learning puzzle | Rylan Schaeffer Zachary Robertson Akhilan Boopathy Mikail Khona Ila Fiete | 2023/11/7 | |
To grok or not to grok: Disentangling generalization and memorization on corrupted algorithmic datasets | arXiv preprint arXiv:2310.13061 | Darshil Doshi Aritra Das Tianyu He Andrey Gromov | 2023/10/19 |
Deconstructing the generalization gap | Nature Machine Intelligence | Andrey Gromov | 2023/12 |
Signatures of Supersymmetry in the Fractional Quantum Hall Effect | Phys. Rev. Lett. | Songyang Pu Ajit C Balram Mikael Fremling Andrey Gromov Zlatko Papić | 2023/4/28 |
An Information-Theoretic Understanding of Maximum Manifold Capacity Representations | Berivan Isik Victor Lecomte Rylan Schaeffer Yann LeCun Mikail Khona | 2023/12/18 | |
Supergravity model of the Haldane-Rezayi fractional quantum Hall state | Physical Review B | Dung Xuan Nguyen Kartik Prabhu Ajit C Balram Andrey Gromov | 2023/3/8 |
AutoInit: Automatic Initialization via Jacobian Tuning | arXiv preprint arXiv:2206.13568 | Tianyu He Darshil Doshi Andrey Gromov | 2022/6/27 |
Very-high-energy collective states of partons in fractional quantum hall liquids | Physical Review X | Ajit C Balram Zhao Liu Andrey Gromov Zlatko Papić | 2022/4/12 |
Quench dynamics of collective modes in fractional quantum hall bilayers | Physical Review Letters | Zhao Liu Ajit C Balram Zlatko Papić Andrey Gromov | 2021/2/19 |
Effective response theory for Floquet topological systems | Physical Review Research | Paolo Glorioso Andrey Gromov Shinsei Ryu | 2021/2/8 |
Quantum many-body topology of quasicrystals | Physical Review X | Dominic V Else Sheng-Jie Huang Abhinav Prem Andrey Gromov | 2021/12/14 |
Vortices as fractons | Communications Physics | Darshil Doshi Andrey Gromov | 2021/3/8 |
Anisotropic odd viscosity via a time-modulated drive | Physical Review E | Anton Souslov Andrey Gromov Vincenzo Vitelli | 2020/5/18 |
Co-Authors
