Sang Keun Choe

12 papers A* 3B 1Misc 1Journal 6

Year	Rank	Type	Title / Venue / Authors
2024	—	`—`	Understanding Training Data in Large-Scale Machine Learning Sang Keun Choe
2024	J	`jnl`	What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions. CoRR 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
2023	A*	`conf`	Betty: An Automatic Differentiation Library for Multilevel Optimization. ICLR Sang Keun Choe, Willie Neiswanger, Pengtao Xie, Eric P. Xing
2023	A*	`conf`	Making Scalable Meta Learning Practical. NeurIPS Sang Keun Choe, Sanket Vaibhav Mehta, Hwijeen Ahn, Willie Neiswanger, Pengtao Xie, Emma Strubell, Eric P. Xing
2023	J	`jnl`	Making Scalable Meta Learning Practical. CoRR Sang Keun Choe, Sanket Vaibhav Mehta, Hwijeen Ahn, Willie Neiswanger, Pengtao Xie, Emma Strubell, Eric P. Xing
2022	J	`jnl`	Betty: An Automatic Differentiation Library for Multilevel Optimization. CoRR Sang Keun Choe, Willie Neiswanger, Pengtao Xie, Eric P. Xing
2021	A*	`conf`	Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning. OSDI Aurick Qiao, Sang Keun Choe, Suhas Jayaram Subramanya, Willie Neiswanger, Qirong Ho, Hao Zhang, Gregory R. Ganger, Eric P. Xing
2020	J	`jnl`	Online Kernel based Generative Adversarial Networks. CoRR Yeojoon Youn, Neil Thistlethwaite, Sang Keun Choe, Jacob D. Abernethy
2019	B	`conf`	On Leveraging the Visual Modality for Neural Machine Translation. INLG Vikas Raunak, Sang Keun Choe, Quanyang Lu, Yi Xu, Florian Metze
2019	J	`jnl`	On Leveraging the Visual Modality for Neural Machine Translation. CoRR Vikas Raunak, Sang Keun Choe, Quanyang Lu, Yi Xu, Florian Metze
2018	Misc	`conf`	Cover Song Identification Using Song-to-Song Cross-Similarity Matrix with Convolutional Neural Network. ICASSP Juheon Lee, Sungkyun Chang, Sang Keun Choe, Kyogu Lee
2017	J	`jnl`	Audio Cover Song Identification using Convolutional Neural Network. CoRR Sungkyun Chang, Juheon Lee, Sang Keun Choe, Kyogu Lee