Ganapathiraman, Vignesh

6 publications

NeurIPSW 2024 BlockLLM: Memory-Efficient Adaptation of LLMs by Selecting and Optimizing the Right Coordinate Blocks Amrutha Varshini Ramesh, Vignesh Ganapathiraman, Issam H. Laradji, Mark Schmidt

NeurIPSW 2022 IMPON: Efficient IMPortance Sampling with ONline Regression for Rapid Neural Network Training Vignesh Ganapathiraman, Francisco Calderon Rodriguez, Anila Joshi

ICML 2020 Convex Representation Learning for Generalized Invariance in Semi-Inner-Product Space Yingyi Ma, Vignesh Ganapathiraman, Yaoliang Yu, Xinhua Zhang

AISTATS 2019 Learning Invariant Representations with Kernel Warping Yingyi Ma, Vignesh Ganapathiraman, Xinhua Zhang

ICML 2018 Inductive Two-Layer Modeling with Parametric Bregman Transfer Vignesh Ganapathiraman, Zhan Shi, Xinhua Zhang, Yaoliang Yu

NeurIPS 2016 Convex Two-Layer Modeling with Latent Structure Vignesh Ganapathiraman, Xinhua Zhang, Yaoliang Yu, Junfeng Wen