Si Yi Meng

According to our database, Si Yi Meng authored at least 6 papers between 2019 and 2024.

Collaborative distances:

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

2024

Gradient Descent on Logistic Regression with Non-Separable Data and Large Step Sizes.

Si Yi Meng, Antonio Orvieto, Daniel Yiming Cao, Christopher De Sa

CoRR, 2024

2023

A Model-Based Method for Minimizing CVaR and Beyond.

Si Yi Meng, Robert M. Gower

Proceedings of the International Conference on Machine Learning, 2023

2022

A General Analysis of Example-Selection for Stochastic Gradient Descent.

Yucheng Lu, Si Yi Meng, Christopher De Sa

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

Adaptive Gradient Methods Converge Faster with Over-Parameterization (and you can do a line-search).

Sharan Vaswani, Frederik Kunstner, Issam H. Laradji, Si Yi Meng, Mark Schmidt, Simon Lacoste-Julien

CoRR, 2020

Fast and Furious Convergence: Stochastic Second Order Methods under Interpolation.

Si Yi Meng, Sharan Vaswani, Issam Hadj Laradji, Mark Schmidt, Simon Lacoste-Julien

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

OptiBox: Breaking the Limits of Proposals for Visual Grounding.

Zicong Fan, Si Yi Meng, Leonid Sigal, James J. Little

CoRR, 2019