Sang Keun Choe

According to our database, Sang Keun Choe authored at least 8 papers between 2017 and 2024.

Collaborative distances:

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

2024

What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions.

Sang Keun Choe, Hwijeen Ahn, Juhan Bae, Kewen Zhao, Minsoo Kang, Youngseog Chung, Adithya Pratapa, Willie Neiswanger, Emma Strubell, Teruko Mitamura, Jeff G. Schneider, Eduard H. Hovy, Roger B. Grosse, Eric P. Xing

CoRR, 2024

2023

Making Scalable Meta Learning Practical.

Sang Keun Choe, Sanket Vaibhav Mehta, Hwijeen Ahn, Willie Neiswanger, Pengtao Xie, Emma Strubell, Eric P. Xing

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

Betty: An Automatic Differentiation Library for Multilevel Optimization.

Sang Keun Choe, Willie Neiswanger, Pengtao Xie, Eric P. Xing

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning.

Aurick Qiao, Sang Keun Choe, Suhas Jayaram Subramanya, Willie Neiswanger, Qirong Ho, Hao Zhang, Gregory R. Ganger, Eric P. Xing

Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, 2021

2020

Online Kernel based Generative Adversarial Networks.

Yeojoon Youn, Neil Thistlethwaite, Sang Keun Choe, Jacob D. Abernethy

CoRR, 2020

2019

On Leveraging the Visual Modality for Neural Machine Translation.

Vikas Raunak, Sang Keun Choe, Quanyang Lu, Yi Xu, Florian Metze

Proceedings of the 12th International Conference on Natural Language Generation, 2019

2018

Cover Song Identification Using Song-to-Song Cross-Similarity Matrix with Convolutional Neural Network.

Juheon Lee, Sungkyun Chang, Sang Keun Choe, Kyogu Lee

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Audio Cover Song Identification using Convolutional Neural Network.

Sungkyun Chang, Juheon Lee, Sang Keun Choe, Kyogu Lee

CoRR, 2017