10 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.DB2024
FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-Point Data
Xinyu Chen, Jiannan Tian, Ian Beaver +4
While both the database and high-performance computing (HPC) communities utilize lossless compression methods to minimize floating-point data size, a disconnect persists between th…
cs.LG2021★ 10 cited
TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation
Abhyuday Desai, Cynthia Freeman, Zuhui Wang +1
Recent work in synthetic data generation in the time-series domain has focused on the use of Generative Adversarial Networks. We propose a novel architecture for synthetically gene…