Birke, Robert
- CTAB-GAN: Effective Table Data Synthesizing
2021/02/16 by Zilong Zhao, Aditya Kunar, Zhao, Zilong +7 · 19 citations
Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #I.2.m #Machine Learning (cs.LG) #Machine Learning in Healthcare #Privacy-Preserving Technologies in Data
- CTAB-GAN+: Enhancing Tabular Data Synthesis
2022/04/01 by Zilong Zhao, Zhao, Zilong, Aditya Kunar +5 · 8 citations
Computer Science · #Privacy-Preserving Technologies in Data #Generative Adversarial Networks and Image Synthesis
- TabuLa: Harnessing Language Models for Tabular Data Synthesis
2023/10/19 by Zhao, Zilong, Birke, Robert, Chen, Lydia · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- RAD: On-line Anomaly Detection for Highly Unreliable Data
2019/11/11 by Zhao, Zilong, Birke, Robert, Han, Rui +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning for Deep Learning Clusters
2020/10/01 by Rocha, Isabelly, Morris, Nathaniel, Chen, Lydia Y. +3 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- DTGAN: Differential Private Training for Tabular GANs
2021/07/06 by Aditya Kunar, Robert Birke, Kunar, Aditya +5 · 3 citations
Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data
2021/08/18 by Zilong Zhao, Zhao, Zilong, Robert Birke +5 · 2 citations
Computer Science · #Chaos-based Image/Signal Encryption #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Permutation-Invariant Tabular Data Synthesis
2022/11/17 by Zhu, Yujin, Zhao, Zilong, Birke, Robert +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)