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Found 10 papers, 2 papers with code
Black-box Selective Inference via Bootstrapping
Conditional selective inference requires an exact characterization of the selection event, which is often unavailable except for a few examples like the lasso.
BS-RIS-User Association and Beamforming Designs for RIS-aided Cellular Networks
During the dynamical access process, an iterative algorithm is proposed to alternatively obtain the active and passive beamforming.
Quasi-Newton Quasi-Monte Carlo for variational Bayes
Many machine learning problems optimize an objective that must be measured with noise.
Global and Individualized Community Detection in Inhomogeneous Multilayer Networks
Focusing on the symmetric two block case, we establish minimax rates for both global estimation of the common structure and individualized estimation of layer-wise community structures.
Optimal Iterative Sketching Methods with the Subsampled Randomized Hadamard Transform
These show that the convergence rate for Haar and randomized Hadamard matrices are identical, and asymptotically improve upon Gaussian random projections.
WeChat Neural Machine Translation Systems for WMT20
We participate in the WMT 2020 shared news translation task on Chinese to English.
Optimal Iterative Sketching with the Subsampled Randomized Hadamard Transform
These show that the convergence rate for Haar and randomized Hadamard matrices are identical, and asymptotically improve upon Gaussian random projections.
Ridge Regression: Structure, Cross-Validation, and Sketching
(2) how to correctly use cross-validation to choose the regularization parameter?
Asymptotics for Sketching in Least Squares Regression
We consider a least squares regression problem where the data has been generated from a linear model, and we are interested to learn the unknown regression parameters.
Error Detection in a Large-Scale Lexical Taxonomy
Motived by this, we measure the relation of two concepts by the distance between their corresponding instances and detect errors within the intersection of the conflicting concept sets.
