Robust Causal Inference of Drug-drug Interactions. (arXiv:2203.00062v1 [stat.ME]) http://arxiv.org/abs/2203.00062
Robust Multi-Agent Bandits Over Undirected Graphs. (arXiv:2203.00076v1 [cs.LG]) http://arxiv.org/abs/2203.00076
Asymptotic Normality of Gini Correlation in High Dimension with Applications to the K-sample Problem. (arXiv:2203.00081v1 [math.ST]) http://arxiv.org/abs/2203.00081
Amortized Proximal Optimization. (arXiv:2203.00089v1 [cs.LG]) http://arxiv.org/abs/2203.00089
Estimating causal effects with optimization-based methods: A review and empirical comparison. (arXiv:2203.00097v1 [stat.ME]) http://arxiv.org/abs/2203.00097
Learning Low-Dimensional Nonlinear Structures from High-Dimensional Noisy Data: An Integral Operator Approach. (arXiv:2203.00126v1 [stat.ML]) http://arxiv.org/abs/2203.00126
On Testability and Goodness of Fit Tests in Missing Data Models. (arXiv:2203.00132v1 [stat.ME]) http://arxiv.org/abs/2203.00132
Estimating Importation Risk of Covid-19 in Hurricane Evacuations: A Prediction Framework Applied to Hurricane Laura in Texas. (arXiv:2203.00136v1 [stat.AP]) http://arxiv.org/abs/2203.00136
The Concordance Index decomposition -- A measure for a deeper understanding of survival prediction models. (arXiv:2203.00144v1 [cs.LG]) http://arxiv.org/abs/2203.00144
Capturing Actionable Dynamics with Structured Latent Ordinary Differential Equations. (arXiv:2202.12932v1 [stat.ML]) http://arxiv.org/abs/2202.12932
Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates. (arXiv:2202.12967v1 [cs.LG]) http://arxiv.org/abs/2202.12967
Generalised Gaussian Process Latent Variable Models (GPLVM) with Stochastic Variational Inference. (arXiv:2202.12979v1 [cs.LG]) http://arxiv.org/abs/2202.12979
Scalable Gaussian-process regression and variable selection using Vecchia approximations. (arXiv:2202.12981v1 [stat.ME]) http://arxiv.org/abs/2202.12981
Flexible variable selection in the presence of missing data. (arXiv:2202.12989v1 [stat.ME]) http://arxiv.org/abs/2202.12989
Robust Estimation of Loss Models for Truncated and Censored Severity Data. (arXiv:2202.13000v1 [stat.ME]) http://arxiv.org/abs/2202.13000
Non-stationary Bandits and Meta-Learning with a Small Set of Optimal Arms. (arXiv:2202.13001v1 [cs.LG]) http://arxiv.org/abs/2202.13001
Sign and Basis Invariant Networks for Spectral Graph Representation Learning. (arXiv:2202.13013v1 [cs.LG]) http://arxiv.org/abs/2202.13013
Missing Value Knockoffs. (arXiv:2202.13054v1 [stat.ML]) http://arxiv.org/abs/2202.13054
Variational Inference with Gaussian Mixture by Entropy Approximation. (arXiv:2202.13059v1 [stat.ML]) http://arxiv.org/abs/2202.13059
Flexible multivariate spatio-temporal Hawkes process models of terrorism. (arXiv:2202.12346v1 [stat.ME]) http://arxiv.org/abs/2202.12346
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