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| 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 30 papers (page 1 of 1)路 123 ms
| Paper | Published | Area | Tags | Intel | Citations |
|---|---|---|---|---|---|
| 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%) | - |
| NetworkNet: A Deep Neural Network Approach for Random Networks with Sparse Nodal Attributes and Complex Nodal Heterogeneity Xiufan Yu, Zhaoyu Xing Published: 2026-04-13Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-04-13 | stat.ME | ai-safety, preprint, statme | E4 / R3 (94%) | - |
| From Ground Truth to Measurement: A Statistical Framework for Human Labeling Christoph Kern, Frauke Kreuter, Robert Chew, Stephanie Eckman Published: 2026-04-08Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-04-08 | stat.ME | ai-safety, preprint, statme | E5 / R3 (95%) | - |
| LLM Evaluation as Tensor Completion: Low Rank Structure and Semiparametric Efficiency David Simchi-Levi, Jiachun Li, Will Wei Sun Published: 2026-04-07Area: stat.MECitations: - Tags: ai-safety, preprint, safety-evaluation, statme | 2026-04-07 | stat.ME | ai-safety, preprint, safety-evaluation, statme | E5 / R3 (94%) | - |
| A Causal Framework for Evaluating ICU Discharge Strategies Ameen Abu-Hanna, Dave Dongelmans, Giovanni Cin脿, Jessica D. Workum Published: 2026-03-26Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-03-26 | stat.ME | ai-safety, preprint, statme | E5 / R3 (94%) | - |
| Off-Policy Evaluation and Learning for Survival Outcomes under Censoring Kohsuke Kubota, Mitsuhiro Takahashi, Yuta Saito Published: 2026-03-24Area: stat.MECitations: - Tags: ai-safety, preprint, safety-evaluation, statme | 2026-03-24 | stat.ME | ai-safety, preprint, safety-evaluation, statme | E5 / R3 (96%) | - |
| Beyond Means: Topological Causal Effects under Persistent-Homology Ignorability Amir Saki, Usef Faghihi Published: 2026-03-15Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-03-15 | stat.ME | ai-safety, preprint, statme | E5 / R3 (95%) | - |
| Beyond False Discovery Rate: A Stepdown Group SLOPE Approach for Grouped Variable Selection Biqin Song, Hong Chen, Jingxuan Liang, Xinyue Liu Published: 2026-03-01Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-03-01 | stat.ME | ai-safety, preprint, statme | E12 / R10 (92%) | - |
| Robust Weighted Triangulation of Causal Effects Under Model Uncertainty Ina Ocelli, Rohit Bhattacharya, Ted Westling Published: 2026-03-01Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-03-01 | stat.ME | ai-safety, preprint, statme | E8 / R7 (85%) | - |
| Operationalizing Longitudinal Causal Discovery Under Real-World Workflow Constraints Shingo Fukuma, Shohei Shimizu, Tadahisa Okuda, Tatsuyoshi Ikenoue Published: 2026-02-27Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-02-27 | stat.ME | ai-safety, preprint, statme | E10 / R6 (93%) | - |
| Conformal Tradeoffs: Operational Profiles Beyond Coverage Petrus H. Zwart Published: 2026-02-20Area: stat.MECitations: - Tags: ai-safety, preprint, statme | 2026-02-20 | stat.ME | ai-safety, preprint, statme | E7 / R6 (95%) | - |
| General sample size analysis for probabilities of causation: a delta method approach Ang Li, Judea Pearl, Ruirui Mao, Tianyuan Cheng Published: 2026-02-19Area: stat.MECitations: 15 Tags: ai-safety, preprint, statme | 2026-02-19 | stat.ME | ai-safety, preprint, statme | E12 / R10 (93%) | 15 |