115 citations · 279 across the 14 of their papers we have counts for
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cs.LG2019
Data-driven Discovery of Emergent Behaviors in Collective Dynamics
Mauro Maggioni, Jason Miller, Ming Zhong
Particle- and agent-based systems are a ubiquitous modeling tool in many disciplines. We consider the fundamental problem of inferring interaction kernels from observations of agen…
cs.LG2019★ 25 cited
GDP: Generalized Device Placement for Dataflow Graphs
Yanqi Zhou, Sudip Roy, Amirali Abdolrashidi +8
Runtime and scalability of large neural networks can be significantly affected by the placement of operations in their dataflow graphs on suitable devices. With increasingly comple…