Testing network correlation efficiently via counting trees |
Cheng Mao, Yihong Wu, Jiaming Xu, and Sophie H. Yu
|
Statistical inference for rough volatility: Minimax Theory |
Carsten Chong, Marc Hoffmann, Yanghui Liu, Mathieu Rosenbaum, and Gregoire Szymanski
|
High-Dimensional Inference for Dynamic Treatment Effects |
Jelena Bradic, Weijie Ji, and Yuqian Zhang
|
The curse of overparametrization in adversarial training: Precise analysis of robust generalization for random features regression |
Adel Javanmard and Hamed Hassani
|
Convergence Rates of Oblique Regression Trees for Flexible Function Libraries |
Matias Damian Cattaneo, Rajita Chandak, and Jason Matthew Klusowski
|
Early stopping for L2-boosting in high-dimensional linear models |
Bernhard Stankewitz
|
Inference for diffusions from low frequency measurements |
Richard Nickl
|
A general framework to quantify deviations from structural assumptions in the analysis of nonstationary function-valued processes |
Anne Margrete Nicolien van Delft and Holger Dette
|
The edge of discovery: Controlling the local false discovery rate at the margin |
Jake A Soloff, Daniel Xiang, and William Fithian
|
ℓ2 Inference for Change Points in High-Dimensional Time Series via a Two-Way MOSUM |
Jiaqi L, Likai Chen, Weining Wang, and Wei Biao Wu
|
Testing for practically significant dependencies in high dimensions via bootstrapping maxima of U-statistics |
Patrick Bastian, Holger Dette, and Johannes Heiny
|
Transfer Learning for Functional Mean Estimation: Phase Transition and Adaptive Algorithms |
Tony Cai, Dongwoo Kim, and Hongming Pu
|
Finding Optimal Dynamic Treatment Regimes Using Smooth Fisher Consistent Surrogate Loss |
Nilanjana Laha
|
Optimal parameter estimation for linear SPDEs from multiple measurements |
Randolf Altmeyer, Anton Tiepner, and Martin Wahl
|
Edge Differentially Private Estimation in the β-model via Jittering and Method of Moments |
Jinyuan Chang, Qiao Hu, Eric Kolaczyk, Qiwei Yao, and Fengting Yi
|
Inference for Heteroskedastic PCA with Missing Data |
Yuling Yan, Yuxin Chen, and Jianqing Fan
|
Dimension-Free Mixing Times of Gibbs Samplers for Bayesian Hierarchical Models |
Filippo Ascolani and Giacomo Zanella
|
Metric Statistics: Exploration and Inference for Random Objects With Distance Profiles |
Paromita Dubey, Yaqing Chen, and Hans-Georg Müller
|
Minimax rates for heterogeneous causal effect estimation |
Edward H Kennedy, Sivaraman Balakrishnan, James M Robins, and Larry Wasserman
|
The Online Closure Principle |
Lasse Fischer, Marta Bofill Roig, and Werner Brannath
|
Parameter Estimation in Nonlinear Multivariate Stochastic Differential Equations Based on Splitting Schemes |
Predrag Pilipovic, Adeline Samson, and Susanne Ditlevsen
|
Reconciling model-X and doubly robust approaches to conditional independence testing |
Ziang Niu, Abhinav Chakraborty, Oliver Dukes, and Eugene Katsevich
|
Non-independent component analysis |
Geert Mesters and Piotr Zwiernik
|