Vignesh Kothapalli

According to our database, Vignesh Kothapalli authored at least 8 papers between 2018 and 2024.

Collaborative distances:

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

2024

Liger Kernel: Efficient Triton Kernels for LLM Training.

Pin-Lun Hsu, Yun Dai, Vignesh Kothapalli, Qingquan Song, Shao Tang, Siyu Zhu, Steven Shimizu, Shivam Sahni, Haowen Ning, Yanning Chen

CoRR, 2024

Crafting Heavy-Tails in Weight Matrix Spectrum without Gradient Noise.

Vignesh Kothapalli, Tianyu Pang, Shenyang Deng, Zongmin Liu, Yaoqing Yang

CoRR, 2024

Kernel vs. Kernel: Exploring How the Data Structure Affects Neural Collapse.

Vignesh Kothapalli, Tom Tirer

CoRR, 2024

2023

Neural Collapse: A Review on Modelling Principles and Generalization.

Vignesh Kothapalli

Trans. Mach. Learn. Res., 2023

A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks.

Vignesh Kothapalli, Tom Tirer, Joan Bruna

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Randomized Schur Complement Views for Graph Contrastive Learning.

Vignesh Kothapalli

Proceedings of the International Conference on Machine Learning, 2023

2022

Neural Collapse: A Review on Modelling Principles and Generalization.

Vignesh Kothapalli, Ebrahim Rasromani, Vasudev Awatramani

CoRR, 2022

2018

Edge detection using fractional derivatives and information sets.

Vignesh Kothapalli, Shaveta Arora, Madasu Hanmandlu

J. Electronic Imaging, 2018