Andrey Gromov

According to our database, Andrey Gromov authored at least 9 papers between 2014 and 2024.

Collaborative distances:

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

2024

The Unreasonable Ineffectiveness of the Deeper Layers.

Andrey Gromov, Kushal Tirumala, Hassan Shapourian, Paolo Glorioso, Daniel A. Roberts

CoRR, 2024

Bridging Associative Memory and Probabilistic Modeling.

Rylan Schaeffer, Nika Zahedi, Mikail Khona, Dhruv Pai, Sang T. Truong, Yilun Du, Mitchell Ostrow, Sarthak Chandra, Andres Carranza, Ila Rani Fiete, Andrey Gromov, Sanmi Koyejo

CoRR, 2024

2023

Deconstructing the generalization gap.

Andrey Gromov

Nat. Mac. Intell., December, 2023

To grok or not to grok: Disentangling generalization and memorization on corrupted algorithmic datasets.

Darshil Doshi, Aritra Das, Tianyu He, Andrey Gromov

CoRR, 2023

Grokking modular arithmetic.

Andrey Gromov

CoRR, 2023

Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications.

Darshil Doshi, Tianyu He, Andrey Gromov

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

2022

AutoInit: Automatic Initialization via Jacobian Tuning.

Tianyu He, Darshil Doshi, Andrey Gromov

CoRR, 2022

2021

Critical initialization of wide and deep neural networks through partial Jacobians: general theory and applications to LayerNorm.

Darshil Doshi, Tianyu He, Andrey Gromov

CoRR, 2021

2014

The Concept of Automation in Conventional Systems Creation Applied to the Preliminary Aircraft Design.

Nikolay Borgest, Maksim Korovin, Andrey Gromov, Aleksey Gromov

Proceedings of the Soft Computing in Computer and Information Science, 2014