A Generalized Tangent Approximation based Variational Inference Framework for Strongly Super-Gaussian Likelihoods

Somjit Roy, Pritam Dey, Debdeep Pati et al.

Variable Selection for Additive Global Fréchet Regression

Bing Li, Satarupa Bhattacharjee, Lingzhou Xue et al.

Modeling Amplitude and Phase Variation of Multivariate Random Processes in Metric Spaces*

Yaqing Chen, Kyum Kim

Bayesian Statistical Methods: With Applications to Machine Learning, 2nd ed.

Bruno Sansó

Confounder-robust causal discovery and inference in Perturb-seq using proxy and instrumental variables

Hongzhe Li, Kwangmoon Park

A Spatial Interference Approach to Account for Mobility in Air Pollution Studies with Multivariate Continuous Treatments

Heejun Shin, Danielle Braun, Kezia Irene et al.

Semi-supervised Clustering Through Representation Learning of High-dimensional Count Data

Tianxi Cai, Zongqi Xia, Molei Liu et al.

Correction: Optimal inference of the mean outcome under optimal treatment regime

Saddlepoint approximations for plug-in resampling

Z Huang, Z Niu, J Ray Choudhury et al.

Multiscale Spatio-Temporal Data Monitoring Using Forward Elimination and Scale Information Criterion

Kai Yang, Peihua Qiu

Unified conformalized multiple testing with full data efficiency

Changliang Zou, Haojie Ren, Yuyang Huo et al.

Rao-Blackwellized e-variables

D De Roos, B Chugg, P Grünwald et al.

Popularity Regression-Based Latent Space Model for Large-Scale Sparse Network Analysis

Rui Pan, Hansheng Wang, Zhan Gao et al.

Online covariance estimation for stochastic gradient descent under Markovian sampling

Krishnakumar Balasubramanian, Abhishek Roy

Interconnections in Clinical Treatment Measures at the Pan-Disease Level: A Deep Neural Network Analysis of SEER-Medicare

Shuangge Ma, Tong Wang, Jiping Wang

Post-clustering Inference under Dependence

Javier González-Delgado, Mathis Deronzier, Juan Cortés et al.

Partial Gini Covariance-based Robust Inference for High-dimensional Linear Models with Heavy-tailed Errors

Lan Wang, Songshan Yang, Yilin Zhang et al.

MOSAiC: Multi-site One-Shot Aggregation of Compressed Risk Functions

Yong Chen, Yudong Wang, Yiwen Lu et al.

How many labelers do you have? A closer look at gold-standard labels

Chen Cheng, Hilal Asi, John Duchi

Re-evaluating the Impact of Hormone Replacement Therapy on Heart Disease Using Match-Adaptive Randomization Inference

Ruoqi Yu, Samuel D. Pimentel