Anytime-Valid Inference

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4 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Evidence-Gated Research: Statistically Controlled Model Adoption in Adaptive Search

    Oct 1, 2026Yifan GuoFDR ControlAnytime-Valid Inference

    Department of Applied Mathematics and Statistics Stony Brook University

  2. Prequential E-Values for Selected-GP Near-Optimality Certificates

    Sep 30, 2026Ami Tavory, Noa CohenBlack-Box OptimizationAnytime-Valid Inference

    Meta Platforms

  3. The Price of Peeking: Anytime-Valid Leakage Detection on ML-KEM EM Traces

    Sep 27, 2026Georgios Feretzakis, Alexandros PapaspyridisAnytime-Valid InferenceSequential Hypothesis Testing

  4. Human-LLM Deliberation as Interactive Proof: Conditions for Verifiability Without Transparency

    Sep 21, 2026Baotong Zhang, Dean Foster, João SedocLLM Answer VerificationAnytime-Valid Inference

    Stern School of Business New York University New York, NY, USA · Amazon New York, NY, USA

  5. When the Martingale Never Stops Firing: Anytime-Valid Gating on Real Forecast Streams

    Aug 31, 2026Weijia Han, Lisha QuAnytime-Valid InferenceConformal Prediction

    University of Washington · Seattle, USA

  6. Private Anytime Selective-Risk Certification for Federated Retrieval-Augmented Generation: Guarantees and Empirical Limits

    Aug 8, 2026Sanjeda Akter, Ibne Farabi Shihab, Anuj SharmaAnytime-Valid InferenceRAG Evaluation

    Department of Computer Science, Iowa State University · Department of Civil, Construction & Environmental Engineering, Iowa State University

  7. AV-AIVAT: 74x Cheaper Agent Evaluation with Certified Anytime-Valid Stopping in Imperfect-Information Games

    Aug 6, 2026Boning Li, Yu Chen, Longbo HuangEarly StoppingImperfect-Information Games

    IIIS, Tsinghua University

  8. On Exploring Input Resolution Scaling For Anytime LiDAR Object Detection

    Jul 9, 2026Ahmet Soyyigit, Shuochao Yao, Heechul YunAdaptive InferenceLidar-Based 3D Object Detection

    The National Defense University, Istanbul, Turkiye · George Mason University, Fairfax, VA, USA · The University of Kansas, Lawrence, KS, USA

  9. Halt Fast! Early Stopping for Certified Robustness

    Jun 26, 2026Andrew C. Cullen, Paul Montague, Benjamin I. P. RubinsteinEfficient Neural Network InferenceEarly Stopping

    University of Melbourne · DST Group, Adelaide

  10. Sim-to-Real Betting on the E-Process: Bringing "simulators" to anytime-valid confidence sequences

    Jun 23, 2026Yujia Chen, Bowen WengAnytime-Valid Inference

    Department of Computer Science, Iowa State University

  11. CELEUS: Certifiable and Efficient LLM Evaluation via E-Processes

    Jun 18, 2026Zhijian Zhou, Zesheng Ye, Zhaorun Chen +2LLM EvaluationAnytime-Valid Inference

    The University of Melbourne · Department of Computer Science, University of Chicago · Department of Computer Science, University of Illinois Urbana-Champaign

  12. Who Drifted: the System or the Judge? Anytime-Valid Attribution in LLM Evaluation Pipelines

    Jun 13, 2026Yitao LiLLM EvaluationLLM-as-a-Judge

  13. Anytime-Valid Confirmation of Label-Shift Corrections

    Jun 12, 2026Seungjin ChoiLabel ShiftAnytime-Valid Inference

    CROID Research and aSSIST University, Seoul, Korea.

  14. Correcting Split Selection in Online Decision Trees via Anytime-Valid Inference

    May 29, 2026Salim I. Amoukou, Saumitra Mishra, Manuela VelosoAnytime-Valid InferenceDecision Tree Learning

    J.P. Morgan AI Research.

  15. Anytime-Valid Federated Conformal RAG for LLM Swarms

    May 27, 2026Prasanjit Dubey, Xiaoming HuoRetrieval-Augmented GenerationAnytime-Valid Inference

    H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA 30332, U.S.A.

  16. Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs

    May 18, 2026Hamed Khosravi, Xiaoming HuoSelective PredictionAnytime-Valid Inference

    Georgia Institute of Technology

  17. When Should an AI Workflow Release? Always-Valid Inference for Black-Box Generate-Verify Systems

    May 13, 2026Young Hyun Cho, Will Wei SunAnytime-Valid InferenceSequential Hypothesis Testing

    Department of Statistics, Purdue University. · Mitch Daniels School of Business, Purdue University.

  18. Asymptotically Log-Optimal Bayes-Assisted Confidence Sequences for Bounded Means

    May 8, 2026Valentin Kilian, Stefano Cortinovis, François CaronAnytime-Valid InferenceBayesian Inference

    Department of Statistics, University of Oxford

  19. Adaptive auditing of AI systems with anytime-valid guarantees

    May 7, 2026Siyu Zhou, Patrick Vossler, Venkatesh Sivaraman +2Algorithmic AuditingAnytime-Valid Inference

    University of California, San Francisco · Stanford University

  20. CITE: Anytime-Valid Statistical Inference in LLM Self-Consistency

    May 7, 2026Hirofumi Ota, Naoto Iwase, Yuki Ichihara +2LLM EvaluationAnytime-Valid Inference

    arXiv:2605.05873v1