Nakada, Ryumei

4 publications

NeurIPS 2024 S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-Tuning by Structured Sparsity Xinyu Yang, Jixuan Leng, Geyang Guo, Jiawei Zhao, Ryumei Nakada, Linjun Zhang, Huaxiu Yao, Beidi Chen

JMLR 2023 The Power of Contrast for Feature Learning: A Theoretical Analysis Wenlong Ji, Zhun Deng, Ryumei Nakada, James Zou, Linjun Zhang

AISTATS 2023 Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data Ryumei Nakada, Halil Ibrahim Gulluk, Zhun Deng, Wenlong Ji, James Zou, Linjun Zhang

JMLR 2020 Adaptive Approximation and Generalization of Deep Neural Network with Intrinsic Dimensionality Ryumei Nakada, Masaaki Imaizumi