Potluru, Vamsi K.
- Synthetic Data Applications in Finance
2023/12/29 by Potluru, Vamsi K., Borrajo, Daniel, Coletta, Andrea +17 · 3 citations
#FOS: Computer and information sciences #FOS: Economics and business #General Finance (q-fin.GN) #Machine Learning (cs.LG)
- How to Fake Multiply by a Gaussian Matrix
2016/06/18 by Michael Kapralov, Vamsi K. Potluru, Kapralov, Michael +3 · 1 citation
Computer Science · Mathematics · #Blind Source Separation Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Face and Expression Recognition #Tensor decomposition and applications
- GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?
2023/10/20 by Mufei Li, Eleonora Kreačić, Li, Mufei +5 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Fair Wasserstein Coresets
2023/11/09 by Zikai Xiong, Niccolò Dalmasso, Xiong, Zikai +7 · 1 citation
Mathematics · Computer Science · #Commutative Algebra and Its Applications #Complexity and Algorithms in Graphs #Limits and Structures in Graph Theory
- Downstream Task-Oriented Generative Model Selections on Synthetic Data Training for Fraud Detection Models
2024/01/01 by Yinan Cheng, Cheng, Yinan, Chi-Hua Wang +7 · 1 citation
Computer Science · #Imbalanced Data Classification Techniques #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI)
- Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness
2025/06/06 by Rongzhe Wei, Wei, Rongzhe, Peizhi Niu +20 · 3 citations
Computer Science · #Imbalanced Data Classification Techniques
- Auditing and Enforcing Conditional Fairness via Optimal Transport
2024/10/17 by Ghassemi, Mohsen, Mishler, Alan, Dalmasso, Niccolo +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning
2024/12/11 by Rongzhe Wei, Wei, Rongzhe, Michelle Li +17 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data