Jaemoon Lee

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

Logistic Regression

Data Compression

Equality Constraints

Representative Subset

Top Venues

Publications

Jaemoon Lee, Anand Rangarajan, Sanjay Ranka
Guaranteeing Error Bounds with Preservation of Derived Quantities in Compressive Autoencoders. DCC (2024)
Xiao Li, Qian Gong, Jaemoon Lee, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Machine Learning Techniques for Data Reduction of Climate Applications. CoRR (2024)
Qian Gong, Jieyang Chen, Ben Whitney, Xin Liang, Viktor Reshniak, Tania Banerjee, Jaemoon Lee, Anand Rangarajan, Lipeng Wan, Nicolas Vidal, Qing Liu, Ana Gainaru, Norbert Podhorszki, Richard Archibald, Sanjay Ranka, Scott Klasky
MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring. CoRR (2024)
Jaemoon Lee, Ki Sung Jung, Qian Gong, Xiao Li, Scott Klasky, Jacqueline Chen, Anand Rangarajan, Sanjay Ranka
Machine Learning Techniques for Data Reduction of CFD Applications. CoRR (2024)
Xiao Li, Qian Gong, Jaemoon Lee, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Hybrid Approaches for Data Reduction of Spatiotemporal Scientific Applications. DCC (2024)
Jaemoon Lee, Anand Rangarajan, Sanjay Ranka
Nonlinear constraint satisfaction for compressive autoencoders using instance-specific linear operators. IC3 (2023)
Jaemoon Lee, Anand Rangarajan, Sanjay Ranka
Constrained Autoencoders: Incorporating equality constraints in learned scientific data compression. DCC (2023)
Tania Banerjee, Jaemoon Lee, Jong Choi, Qian Gong, Jieyang Chen, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Fast Algorithms for Scientific Data Compression. HiPC (2023)
Jaemoon Lee, Anand Rangarajan, Sanjay Ranka
Nonlinear-by-Linear: Guaranteeing Error Bounds in Compressive Autoencoders. IC3 (2023)
Qian Gong, Jieyang Chen, Ben Whitney, Xin Liang, Viktor Reshniak, Tania Banerjee, Jaemoon Lee, Anand Rangarajan, Lipeng Wan, Nicolas Vidal, Qing Liu, Ana Gainaru, Norbert Podhorszki, Richard Archibald, Sanjay Ranka, Scott Klasky
MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring. SoftwareX 24 (2023)
Tania Banerjee, Jaemoon Lee, Jong Choi, Qian Gong, Jieyang Chen, Choong-Seock Chang, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Online and Scalable Data Compression Pipeline with Guarantees on Quantities of Interest. e-Science (2023)
Tania Banerjee, Jong Choi, Jaemoon Lee, Qian Gong, Ruonan Wang, Scott Klasky, Anand Rangarajan, Sanjay Ranka
An Algorithmic and Software Pipeline for Very Large Scale Scientific Data Compression with Error Guarantees. HIPC (2022)
Tania Banerjee, Jong Choi, Jaemoon Lee, Qian Gong, Jieyang Chen, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Scalable Hybrid Learning Techniques for Scientific Data Compression. CoRR (2022)
Anand Rangarajan, Pan He, Jaemoon Lee, Tania Banerjee, Sanjay Ranka
Expressing linear equality constraints in feedforward neural networks. CoRR (2022)
Hoda Shajari, Jaemoon Lee, Sanjay Ranka, Anand Rangarajan
Hybrid Generative Models for Two-Dimensional Datasets. CoRR (2021)
Hoda Shajari, Jaemoon Lee, Sanjay Ranka, Anand Rangarajan
Hybrid Generative Models for Two-Dimensional Datasets. ICANN (2) (2021)
Jaesin Kim, Jaemoon Lee, Inkyu Lee
Antenna Tracking Techniques for Long Range Air-to-Ground Communication Systems Using a Monopulse Method. IEEE Access 8 (2020)
Jaemoon Lee, Hoda Shajari
A Hidden Variables Approach to Multilabel Logistic Regression. CoRR (2019)
Jaemoon Lee, Jaesung Lim, Eunki Kim
Comparison between multimode-monopulse and step-tracking techniques for a UAV satellite terminal. WTS (2016)
Jonghoon Kim, Jaemoon Lee, Bo-Hyung Cho
Equivalent Circuit Modeling of PEM Fuel Cell Degradation Combined With a LFRC. IEEE Trans. Ind. Electron. 60 (11) (2013)