Instant research discovery
Search and browse arXiv CS/AI/ML papers, enriched with AI-generated insights.
Generate novel research ideas grounded in real arXiv papers with Brainstorm.
PreviousNext
| Paper | Published | Area | Tags | Intel | Citations |
|---|---|---|---|---|---|
Search and browse arXiv CS/AI/ML papers, enriched with AI-generated insights.
Generate novel research ideas grounded in real arXiv papers with Brainstorm.
| Paper | Published | Area | Tags | Intel | Citations |
|---|---|---|---|---|---|
Search and browse arXiv CS/AI/ML papers, enriched with AI-generated insights.
Generate novel research ideas grounded in real arXiv papers with Brainstorm.
| Paper | Published | Area | Tags | Intel | Citations |
|---|---|---|---|---|---|
Showing 1-30 of 41 papers (page 1 of 2)路 19 ms
| Paper | Published | Area | Tags | Intel | Citations |
|---|---|---|---|---|---|
| Same Predictions, Different Harms: Causal Auditing of Patient World Models Xiyi Xiong, Yicheng Qi Published: 2026-10-04Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-10-04 | stat.ME | ai-safety, preprint, statme | - | - |
| Always-On Experimentation Avi Feller, David Arbour, Michael I. Jordan, Ricardo J. Sandoval Published: 2026-09-30Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-09-30 | stat.ME | ai-safety, preprint, statme | E8 / R6 (91%) | - |
| Rank Confidence Sequences:Anytime-valid Leaderboards Hamed Khosravi, Xiaoming Huo Published: 2026-09-26Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-09-26 | stat.ME | ai-safety, preprint, statme | E8 / R7 (93%) | - |
| Statistical attribute alignment for black-box generative AI via output post-processing Edgar Dobriban, Jason M. Klusowski, Kevin Jiang, Morgane Austern Published: 2026-09-25Area: stat.MECitations: - Tags: ai-safety, alignment-training, preprint, statme | 2026-09-25 | stat.ME | ai-safety, alignment-training, preprint, statme | - | - |
| Beyond the Illusion of Power: Calibrating Quasi-Experiments in Observational IS Spandan Ghose Chowdhury Published: 2026-09-23Area: stat.MECitations: 15 Tags: ai-safety, preprint, statme | 2026-09-23 | stat.ME | ai-safety, preprint, statme | E15 / R9 (89%) | 15 |
| Causal Discovery via Transformed Low-Rank Quantile Surfaces Ryo Kamimura, Thong Pham Published: 2026-09-15Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-09-15 | stat.ME | ai-safety, preprint, statme | - | - |
| Information Set Emulation: Causal Certificates for AI Derived EHR Features Nobutaka Hattori, Takes Fujita Published: 2026-09-15Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-09-15 | stat.ME | ai-safety, preprint, statme | E10 / R7 (91%) | - |
| When AI Generates Covariates: Causal Typing and Estimand Drift in Sequential Experiments Nobutaka Hattori, Takes Fujita Published: 2026-09-15Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-09-15 | stat.ME | ai-safety, preprint, statme | E8 / R7 (93%) | - |
| The Anatomy and Boundary of Adaptation under Temporal Tabular Shift Lihui Wang, Mian Li, Tianyu Wang, Xi Vincent Wang Published: 2026-09-10Area: stat.MECitations: 45 Tags: ai-safety, preprint, statme | 2026-09-10 | stat.ME | ai-safety, preprint, statme | E14 / R12 (90%) | 45 |
| Aggregate Disambiguation Systems Albert Castellana, Edgars Nem拧e, Jos茅 Mar铆a Lago Published: 2026-08-31Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-08-31 | stat.ME | ai-safety, preprint, statme | - | - |
| Learning a Size-Weight Frontier for Synthetic-Augmented Inference Chengpiao Huang, Kaizheng Wang Published: 2026-08-28Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-08-28 | stat.ME | ai-safety, preprint, statme | - | - |
| Barycentric Fused Gromov-Wasserstein Balancing for Causal Inference under Multiple Treatments Kohsuke Kubota, Takumi Hattori, Yuki Murakami Published: 2026-08-22Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-08-22 | stat.ME | ai-safety, preprint, statme | E8 / R7 (91%) | - |
| Multi-Method Causal Evidence Synthesis: Ranking Candidate Drivers by Convergent Cross-Method Evidence from Observational Data Dipanjan De, Manish Gupta Published: 2026-08-20Area: stat.MECitations: 15 Tags: ai-safety, preprint, statme | 2026-08-20 | stat.ME | ai-safety, preprint, statme | E10 / R9 (90%) | 15 |
| Debiased Inference for AI-Generated Data without Gold-Standard Labels: Identification via Multiple Imperfect Measurements Naoki Egami, Sooahn Shin Published: 2026-08-18Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-08-18 | stat.ME | ai-safety, preprint, statme | E8 / R7 (91%) | - |
| Causal inference for group-contaminated structured outcomes: observable quotients, lossless reduction and exact randomization inference Amir Saki, Usef Faghihi Published: 2026-08-12Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-08-12 | stat.ME | ai-safety, preprint, statme | - | - |
| Every pooling rule has its world: matching probability combination rules to situations and stakes Dirk Draheim, Priit J盲rv, Tanel Tammet Published: 2026-08-11Area: stat.MECitations: 45 Tags: ai-safety, preprint, statme | 2026-08-11 | stat.ME | ai-safety, preprint, statme | E9 / R6 (91%) | 45 |
| Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Ali Shojaie, Anran Huang, Fan Xia, F. Richard Guo Published: 2026-08-11Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-08-11 | stat.ME | ai-safety, preprint, statme | E7 / R5 (91%) | - |
| ARM: Detector-Agnostic Changepoint Attribution with Finite-Sample Error Control Chenchen Peng, Da Chen, Mixia Wu, Qijing Yan Published: 2026-08-03Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-08-03 | stat.ME | ai-safety, preprint, statme | - | - |
| Spectral Truncation in Synthetic Control Mojtaba Eslami Published: 2026-07-27Area: stat.MECitations: 12 Tags: ai-safety, preprint, statme | 2026-07-27 | stat.ME | ai-safety, preprint, statme | E8 / R6 (93%) | 12 |
| A Characterization of the Orthocomplement of the Tangent Space of Semiparametric Markov Models Ilya Shpitser, Trung Phung Published: 2026-07-26Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-07-26 | stat.ME | ai-safety, preprint, statme | - | - |
| Interventional Score Geometry for Causal Inference Mojtaba Eslami Published: 2026-07-24Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-07-24 | stat.ME | ai-safety, preprint, statme | E8 / R7 (93%) | - |
| Equilibrium Causal Digital Twins: Validation, Transport, and Identification Limits Faraz Dadgostari, Neda Nazemi Published: 2026-07-23Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-07-23 | stat.ME | ai-safety, preprint, statme | E9 / R6 (87%) | - |
| Verifying formulas for interventional distributions Francesco Freni, Leonard Henckel, Sebastian Weichwald Published: 2026-07-15Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-07-15 | stat.ME | ai-safety, preprint, statme | E9 / R6 (92%) | - |
| Geometric mean-based pairwise comparison method with the reference values -- statistical approach Jacek Szybowski, Konrad Ku艂akowski Published: 2026-07-10Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-07-10 | stat.ME | ai-safety, preprint, statme | E7 / R6 (96%) | - |
| An Experimental Design Approach to Evaluating Agentic AI's Autonomous Model Discovery Chris J. Kuhlman, Hao He, Xinwei Deng, Xueying Liu Published: 2026-07-07Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-07-07 | stat.ME | ai-safety, preprint, statme | E10 / R12 (94%) | - |
| tsbootstrap: Distribution-Free Uncertainty Quantification and Conformal Prediction for Time Series Sankalp Gilda Published: 2026-07-07Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-07-07 | stat.ME | ai-safety, preprint, statme | E12 / R11 (93%) | - |
| HERO: Improving the Reliability and Sensitivity of Generative Model Evaluation Using Historical Data Jingshen Wang, Sui Huang, Waverly Wei, Xinrui Ruan Published: 2026-06-29Area: stat.MECitations: - Tags: ai-safety, preprint, safety-evaluation, statme | 2026-06-29 | stat.ME | ai-safety, preprint, safety-evaluation, statme | E7 / R5 (97%) | - |
| Statistical Foundations of LLM-based A/B Testing: A Surrogacy Framework for Human Causal Inference Joel Persson, M氓rten Schultzberg, Sebastian Ankargren Published: 2026-06-15Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-06-15 | stat.ME | ai-safety, preprint, statme | E7 / R4 (96%) | - |
| Generative Synthetic Data for Causal Inference: Pitfalls, Remedies, and Opportunities Yichen Xu Published: 2026-04-26Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-04-26 | stat.ME | ai-safety, preprint, statme | E10 / R4 (97%) | - |
| Robustifying and Selecting Cohort-Appropriate Prognostic Models under Distributional Shifts Angelos G. Koulouras, Carol Gao, Dimitris Bertsimas, Georgios Antonios Margonis Published: 2026-04-16Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-04-16 | stat.ME | ai-safety, preprint, statme | E10 / R4 (97%) | - |