640 citations · 1.3k across the 12 of their papers we have counts for
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math.NA2022
Tensor Decompositions for Count Data that Leverage Stochastic and Deterministic Optimization
Jeremy M. Myers, Daniel M. Dunlavy
There is growing interest to extend low-rank matrix decompositions to multi-way arrays, or tensors. One fundamental low-rank tensor decomposition is the canonical polyadic decompos…
stat.ME2022★ 1 cited
Zero-Truncated Poisson Regression for Sparse Multiway Count Data Corrupted by False Zeros
Oscar López, Daniel M. Dunlavy, Richard B. Lehoucq
We propose a novel statistical inference methodology for multiway count data that is corrupted by false zeros that are indistinguishable from true zero counts. Our approach consist…