Kim, Dongha
- Learning fair representation with a parametric integral probability metric
2022/02/07 by Dong Ha Kim, Kunwoong Kim, Kim, Dongha +7 · 5 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Adversarial Robustness in Machine Learning
- Fast convergence rates of deep neural networks for classification
2018/12/10 by Kim, Yongdai, Ohn, Ilsang, Kim, Dongha · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- A likelihood approach to nonparametric estimation of a singular distribution using deep generative models
2021/05/09 by Chae, Minwoo, Kim, Dongha, Kim, Yongdai +1 · 2 citations
#62G05 (Primary) #62G20 (Secondary) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Nonparametric estimation of a factorizable density using diffusion models
2025/01/03 by Hyeok Kyu Kwon, Dong-Ha Kim, Kwon, Hyeok Kyu +5 · 4 citations
Mathematics · #62G07 (Primary) 62C20 #68T07 (Secondary) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Statistical Methods and Inference #Statistics Theory (math.ST)
- DSAC: Low-Cost RowHammer Mitigation Using In-DRAM Stochastic and Approximate Counting Algorithm
2023/02/07 by Seungki Hong, Dongha Kim, Hong, Seungki +10 · 1 citation
Computer Science · Engineering · #Cryptography and Security (cs.CR) #Data Stream Mining Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #Network Security and Intrusion Detection
- META-ANOVA: Screening interactions for interpretable machine learning
2024/08/02 by Yongchan Choi, Choi, Yongchan, Seokhun Park +6 · 2 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- ODIM: Outlier Detection via Likelihood of Under-Fitted Generative Models
2023/01/11 by Dongha Kim, Jae‐Sung Hwang, Kim, Dongha +7 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection
- Shaping space-time wavepackets beyond the paraxial limit using a dispersion magnifier
2024/09/16 by Dongha Kim, Kim, Dongha, Cheng Guo +5 · 2 citations
Physics and Astronomy · #Advanced Frequency and Time Standards #FOS: Physical sciences #Gyrotron and Vacuum Electronics Research #Optics (physics.optics)
- Illustrious: an Open Advanced Illustration Model
2024/09/30 by Sang Hyun Park, Park, Sang Hyun, Jun Young Koh +13 · 1 voice
Arts and Humanities · Computer Science · Social Sciences · #Digital Games and Media #Digital Humanities and Scholarship #cs.CV