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Generalized multi-view model: Adaptive density estimation under low-rank constraints
We study the problem of bivariate discrete or continuous probability density estimation under low-rank constraints.For discrete distributions, we assume that the two-dimensional array to estimate is a ...
Arxiv, Cornell University, 2024
Assigning Topics to Documents by Successive Projections
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Assigning Topics to Documents by Successive Projections. 2021, 2021
Outlier detection in networks with missing links
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Computational Statistics and Data Analysis, 2021
Maximum likelihood estimation of sparse networks with missing observations
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Journal of Statistical Planning and Inference, 2021
Optimality of variational inference for stochastic block model with missing links
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Advances in Neural Information Processing SystemsVolume 24, Pages 19947 - 199592021 35th Conference on Neural Information Processing Systems, NeurIPS 2021Virtual, Online6 December 2021through 14 December 2021, 2021
Main Effects and Interactions in Mixed and Incomplete Data Frames
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Journal of the American Statistical Association, 2020
Collective matrix completion
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Journal of Machine Learning Research, 2019