10 citations · 32 across the 12 of their papers we have counts for
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math.NA2021★ 4 cited
MTC: Multiresolution Tensor Completion from Partial and Coarse Observations
Chaoqi Yang, Navjot Singh, Cao Xiao +3
Existing tensor completion formulation mostly relies on partial observations from a single tensor. However, tensors extracted from real-world data are often more complex due to: (i…
math.NA2021
Fast and Accurate Randomized Algorithms for Low-rank Tensor Decompositions
Linjian Ma, Edgar Solomonik
Low-rank Tucker and CP tensor decompositions are powerful tools in data analytics. The widely used alternating least squares (ALS) method, which solves a sequence of over-determine…
cs.DC2021
Accelerating Distributed-Memory Autotuning via Statistical Analysis of Execution Paths
Edward Hutter, Edgar Solomonik
The prohibitive expense of automatic performance tuning at scale has largely limited the use of autotuning to libraries for shared-memory and GPU architectures. We introduce a fram…