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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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Showing 2012Show all

2 papers · 1 filter

cs.LG2012★ 11 cited

Lifted Relational Variational Inference

Jaesik Choi, Eyal Amir

Hybrid continuous-discrete models naturally represent many real-world applications in robotics, finance, and environmental engineering. Inference with large-scale models is challen…

cs.AI2012★ 23 cited

Lifted Inference for Relational Continuous Models

Jaesik Choi, Eyal Amir, David J. Hill

Relational Continuous Models (RCMs) represent joint probability densities over attributes of objects, when the attributes have continuous domains. With relational representations,…