Igor Molybog | DeepAI

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research

∙ 07/18/2023

Llama 2: Open Foundation and Fine-Tuned Chat Models

In this work, we develop and release Llama 2, a collection of pretrained...

0 Hugo Touvron, et al. ∙

research

∙ 04/19/2023

A Theory on Adam Instability in Large-Scale Machine Learning

We present a theory for the previously unexplained divergent behavior no...

0 Igor Molybog, et al. ∙

research

∙ 02/15/2023

Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points

This paper studies the role of over-parametrization in solving non-conve...

0 Ziye Ma, et al. ∙

research

∙ 05/31/2020

Global Convergence of MAML for LQR

The paper studies the performance of the Model-Agnostic Meta-Learning (M...

15 Igor Molybog, et al. ∙