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20122025
most citedHetPipe: Enabling Large DNN Training on (Whimpy) Heterogeneous GPU Clusters through Integration of Pipelined Model Parallelism and Data Parallelism

41 citations · 203 across the 38 of their papers we have counts for

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2 papers · 1 filter

stat.ML2017★ 12 cited

Discovering Latent Covariance Structures for Multiple Time Series

Anh Tong, Jaesik Choi

Analyzing multivariate time series data is important to predict future events and changes of complex systems in finance, manufacturing, and administrative decisions. The expressive…

stat.ML2016★ 6 cited

Automatic Generation of Probabilistic Programming from Time Series Data

Anh Tong, Jaesik Choi

Probabilistic programming languages represent complex data with intermingled models in a few lines of code. Efficient inference algorithms in probabilistic programming languages ma…