Cover Image

Robust Sampling for Active Statistical Inference

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Puheng, Zrnic, Tijana, Candès, Emmanuel
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Active Statistical Inference
by: Zrnic, Tijana, et al.
Published: (2024)

Cross-Prediction-Powered Inference
by: Zrnic, Tijana, et al.
Published: (2023)

Probably Approximately Correct Labels
by: Candès, Emmanuel J., et al.
Published: (2025)

A Note on the Prediction-Powered Bootstrap
by: Zrnic, Tijana
Published: (2024)

Plug-in Performative Optimization
by: Lin, Licong, et al.
Published: (2023)

A Flexible Defense Against the Winner's Curse
by: Zrnic, Tijana, et al.
Published: (2024)

PPI++: Efficient Prediction-Powered Inference
by: Angelopoulos, Anastasios N., et al.
Published: (2023)

Prediction-Powered Inference with Imputed Covariates and Nonuniform Sampling
by: Kluger, Dan M., et al.
Published: (2025)

Valid Inference After Causal Discovery
by: Gradu, Paula, et al.
Published: (2022)

Predictions as Surrogates: Revisiting Surrogate Outcomes in the Age of AI
by: Ji, Wenlong, et al.
Published: (2025)

Imputation-Powered Inference
by: Zhao, Sarah, et al.
Published: (2025)

Look-Ahead Reasoning on Learning Platforms
by: Zhu, Haiqing, et al.
Published: (2025)

Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series
by: Yang, Zitong, et al.
Published: (2024)

Efficient Evaluation of LLM Performance with Statistical Guarantees
by: Wu, Skyler, et al.
Published: (2026)

FaiREE: Fair Classification with Finite-Sample and Distribution-Free Guarantee
by: Li, Puheng, et al.
Published: (2022)

Everywhere Valid Bounds on False Discovery Proportions in Conformal Inference
by: Song, Ziang, et al.
Published: (2026)

Algorithmic Collective Action in Machine Learning
by: Hardt, Moritz, et al.
Published: (2023)

Locally Simultaneous Inference
by: Zrnic, Tijana, et al.
Published: (2022)

Can Unconfident LLM Annotations Be Used for Confident Conclusions?
by: Gligorić, Kristina, et al.
Published: (2024)

Private Prediction Sets
by: Angelopoulos, Anastasios N., et al.
Published: (2021)

Analyzing the Role of Permutation Invariance in Linear Mode Connectivity
by: Zhan, Keyao, et al.
Published: (2025)

Exploring Neural Network Landscapes: Star-Shaped and Geodesic Connectivity
by: Lin, Zhanran, et al.
Published: (2024)

CHORDS: Diffusion Sampling Accelerator with Multi-core Hierarchical ODE Solvers
by: Han, Jiaqi, et al.
Published: (2025)

On the Generalization Properties of Diffusion Models
by: Li, Puheng, et al.
Published: (2023)

Learning U-Statistics with Active Inference
by: Wang, Xiaoning, et al.
Published: (2026)

Large language model validity via enhanced conformal prediction methods
by: Cherian, John J., et al.
Published: (2024)

Boosted Conformal Prediction Intervals
by: Xie, Ran, et al.
Published: (2024)

Adaptive Spectral Feature Forecasting for Diffusion Sampling Acceleration
by: Han, Jiaqi, et al.
Published: (2026)

RandALO: Out-of-sample risk estimation in no time flat
by: Nobel, Parth, et al.
Published: (2024)

Synthetic continued pretraining
by: Yang, Zitong, et al.
Published: (2024)

Testing for Outliers with Conformal p-values
by: Bates, Stephen, et al.
Published: (2021)

Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference
by: Griesemer, Sam, et al.
Published: (2024)

Enhancing a Risk Model by Adding Transient Statistical Factors
by: Tzikas, Alexandros E., et al.
Published: (2026)

Statistical Inference under Adaptive Sampling with LinUCB
by: Fan, Wei, et al.
Published: (2025)

Robust Filtering -- Novel Statistical Learning and Inference Algorithms with Applications
by: Chughtai, Aamir Hussain
Published: (2025)

Statistical Inference under Performativity
by: Li, Xiang, et al.
Published: (2025)

Distributional Active Inference
by: Akgül, Abdullah, et al.
Published: (2026)

Contrastive Active Inference
by: Mazzaglia, Pietro, et al.
Published: (2021)

Debiased Nonparametric Regression for Statistical Inference and Distributionally Robustness
by: Kato, Masahiro
Published: (2024)

Statistical Inference for Responsiveness Verification
by: Cheon, Seung Hyun, et al.
Published: (2025)