Si Yi Meng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Convergence Analysis

Visual Exploration

Stopping Criteria

Top Venues

Publications

Si Yi Meng, Antonio Orvieto, Daniel Yiming Cao, Christopher De Sa
Gradient Descent on Logistic Regression with Non-Separable Data and Large Step Sizes. CoRR (2024)
Si Yi Meng, Robert M. Gower
A Model-Based Method for Minimizing CVaR and Beyond. ICML (2023)
Si Yi Meng, Robert M. Gower
A Model-Based Method for Minimizing CVaR and Beyond. CoRR (2023)
Yucheng Lu, Si Yi Meng, Christopher De Sa
A General Analysis of Example-Selection for Stochastic Gradient Descent. ICLR (2022)
Si Yi Meng, Sharan Vaswani, Issam Hadj Laradji, Mark Schmidt, Simon Lacoste-Julien
Fast and Furious Convergence: Stochastic Second Order Methods under Interpolation. AISTATS (2020)
Sharan Vaswani, Frederik Kunstner, Issam H. Laradji, Si Yi Meng, Mark Schmidt, Simon Lacoste-Julien
Adaptive Gradient Methods Converge Faster with Over-Parameterization (and you can do a line-search). CoRR (2020)
Zicong Fan, Si Yi Meng, Leonid Sigal, James J. Little
OptiBox: Breaking the Limits of Proposals for Visual Grounding. CoRR (2019)
Si Yi Meng, Sharan Vaswani, Issam H. Laradji, Mark Schmidt, Simon Lacoste-Julien
Fast and Furious Convergence: Stochastic Second Order Methods under Interpolation. CoRR (2019)