Darshil Doshi

According to our database, Darshil Doshi authored at least 4 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

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