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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 70 papers (page 1 of 3)· 102 ms
| Paper | Published | Area | Tags | Intel | Citations |
|---|---|---|---|---|---|
| Assessing Per-Sample Membership Inference Vulnerability without Retraining Jamal Atif, Olivier Cappé, Valentin Dorseuil Published: 2026-02-17Area: stat.MLCitations: 45 Tags: ai-safety, preprint, statml | 2026-02-17 | stat.ML | ai-safety, preprint, statml | E7 / R6 (89%) | 45 |
| Conjugate Learning Theory: Uncovering the Mechanisms of Trainability and Generalization in Deep Neural Networks Binchuan Qi Published: 2026-02-18Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-02-18 | stat.ML | ai-safety, preprint, statml | E9 / R7 (92%) | - |
| Enhanced Diffusion Sampling: Efficient Rare Event Sampling and Free Energy Calculation with Diffusion Models Adam E. Foster, Cecilia Clementi, Christopher M. Bishop, Frank Noé Published: 2026-02-18Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-02-18 | stat.ML | ai-safety, preprint, statml | E9 / R10 (92%) | - |
| A Hybrid Tsallis-Polarization Impurity Measure for Decision Trees: Theoretical Foundations and Empirical Evaluation Edouard Lansiaux, Hayfa Zgaya-Biau, Idriss Jairi Published: 2026-02-19Area: stat.MLCitations: - Tags: ai-safety, preprint, safety-evaluation, statml | 2026-02-19 | stat.ML | ai-safety, preprint, safety-evaluation, statml | E10 / R9 (92%) | - |
| Scaling Laws for Precision in High-Dimensional Linear Regression Dechen Zhang, Difan Zou, Xuan Tang, Yingyu Liang Published: 2026-02-22Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-02-22 | stat.ML | ai-safety, preprint, statml | E10 / R8 (91%) | - |
| From Shallow Bayesian Neural Networks to Gaussian Processes: General Convergence, Identifiability and Scalable Inference Flávio B. Gonçalves, Gracielle Antunes de Araújo Published: 2026-02-26Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-02-26 | stat.ML | ai-safety, preprint, statml | E10 / R7 (93%) | - |
| Masked Unfairness: Hiding Causality within Zero ATE Bijan Mazaheri, Sophia Xiao, Zou Yang Published: 2026-03-07Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-07 | stat.ML | ai-safety, preprint, statml | E5 / R3 (94%) | - |
| Permutation-Equivariant 2D State Space Models: Theory and Canonical Architecture for Multivariate Time Series Heung-Il Suk, Seungwoo Jeong Published: 2026-03-07Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-07 | stat.ML | ai-safety, preprint, statml | E5 / R3 (95%) | - |
| Post-Training with Policy Gradients: Optimality and the Base Model Barrier Alireza Mousavi-Hosseini, Murat A. Erdogdu Published: 2026-03-07Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-07 | stat.ML | ai-safety, preprint, statml | E5 / R3 (93%) | - |
| A Diffusion Analysis of Policy Gradient for Stochastic Bandits Tor Lattimore Published: 2026-03-10Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-10 | stat.ML | ai-safety, preprint, statml | E5 / R2 (96%) | - |
| Worst-case low-rank approximations Anya Fries, David Blei, Jonas Peters, Markus Reichstein Published: 2026-03-11Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-11 | stat.ML | ai-safety, preprint, statml | E6 / R3 (95%) | - |
| Analyzing Error Sources in Global Feature Effect Estimation Bernd Bischl, Coco Bögel, Giuseppe Casalicchio, Timo Heiß Published: 2026-03-16Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-16 | stat.ML | ai-safety, preprint, statml | E4 / R3 (95%) | - |
| Scalable Simulation-Based Model Inference with Test-Time Complexity Control Cornelius Schröder, Jakob H. Macke, J. P. Manzano-Patrón, Manuel Gloeckler Published: 2026-03-16Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-16 | stat.ML | ai-safety, preprint, statml | E5 / R3 (95%) | - |
| Dependence Fidelity and Downstream Inference Stability in Generative Models Nazia Riasat Published: 2026-03-17Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-17 | stat.ML | ai-safety, preprint, statml | E6 / R4 (95%) | - |
| rSDNet: Unified Robust Neural Learning against Label Noise and Adversarial Attacks Abhik Ghosh, Suryasis Jana Published: 2026-03-18Area: stat.MLCitations: - Tags: adversarial-robustness, ai-safety, preprint, statml | 2026-03-18 | stat.ML | adversarial-robustness, ai-safety, preprint, statml | E5 / R3 (95%) | - |
| Comprehensive Description of Uncertainty in Measurement for Representation and Propagation with Scalable Precision Ali Darijani, Jürgen Beyerer, Luisa Hoffmann, Michael Heizmann Published: 2026-03-20Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-20 | stat.ML | ai-safety, preprint, statml | E30 / R23 (96%) | - |
| Interpretable Operator Learning for Inverse Problems via Adaptive Spectral Filtering: Convergence and Discretization Invariance Hang-Cheng Dong, Pengcheng Cheng, Shuhuan Li Published: 2026-03-21Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-21 | stat.ML | ai-safety, preprint, statml | E40 / R29 (95%) | - |
| Sinkhorn Based Associative Memory Retrieval Using Spherical Hellinger Kantorovich Dynamics Aratrika Mustafi, Soumya Mukherjee Published: 2026-03-21Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-21 | stat.ML | ai-safety, preprint, statml | E32 / R28 (96%) | - |
| Domain Elastic Transform: Bayesian Function Registration for High-Dimensional Scientific Data Emanuele Rodola, Osamu Hirose Published: 2026-03-22Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-22 | stat.ML | ai-safety, preprint, statml | E5 / R3 (95%) | - |
| Generalized Discrete Diffusion from Snapshots Anna Korba, Nicolas Boullé, Oussama Zekri, Théo Uscidda Published: 2026-03-22Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-22 | stat.ML | ai-safety, preprint, statml | E5 / R3 (95%) | - |
| Beyond identifiability: Learning causal representations with few environments and finite samples Bryon Aragam, Inbeom Lee, Tongtong Jin Published: 2026-03-26Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-26 | stat.ML | ai-safety, preprint, statml | E5 / R2 (96%) | - |
| Generative Score Inference for Multimodal Data Xiaotong Shen, Xinyu Tian Published: 2026-03-27Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-27 | stat.ML | ai-safety, preprint, statml | E6 / R3 (95%) | - |
| Online Statistical Inference of Constant Sample-averaged Q-Learning Ruiqi Liu, Saunak Kumar Panda, Tong Li, Yisha Xiang Published: 2026-03-27Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-27 | stat.ML | ai-safety, preprint, statml | E5 / R3 (94%) | - |
| Bayes-MICE: A Bayesian Approach to Multiple Imputation for Time Series Data Amuche Ibenegbu, Pierre Lafaye de Micheaux, Rohitash Chandra Published: 2026-03-28Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-03-28 | stat.ML | ai-safety, preprint, statml | E7 / R5 (95%) | - |
| Bridging Structured Knowledge and Data: A Unified Framework with Finance Applications Heqing Shi, Lin William Cong, Yi Cao, Zexun Chen Published: 2026-04-01Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-04-01 | stat.ML | ai-safety, preprint, statml | E5 / R3 (93%) | - |
| Rethinking Forward Processes for Score-Based Data Assimilation in High Dimensions Dae Wook Kim, Donghan Kim, Eunbi Yoon Published: 2026-04-03Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-04-03 | stat.ML | ai-safety, preprint, statml | E5 / R2 (98%) | - |
| Differentially Private Language Generation and Identification in the Limit Anay Mehrotra, Felix Zhou, Grigoris Velegkas, Xifan Yu Published: 2026-04-09Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-04-09 | stat.ML | ai-safety, preprint, statml | E5 / R3 (95%) | - |
| Tail-Aware Information-Theoretic Generalization for RLHF and SGLD Binghan Li, Huiming Zhang, Qiang Sun, Wan Tian Published: 2026-04-12Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-04-12 | stat.ML | ai-safety, preprint, statml | E5 / R3 (93%) | - |
| ADD for Multi-Bit Image Watermarking An Luo, Jie Ding Published: 2026-04-13Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-04-13 | stat.ML | ai-safety, preprint, statml | E4 / R2 (97%) | - |
| Cost-optimal Sequential Testing via Doubly Robust Q-learning Dian Jin, Doudou Zhou, Lu Tian, Tianxi Cai Published: 2026-04-13Area: stat.MLCitations: - Tags: ai-safety, preprint, statml | 2026-04-13 | stat.ML | ai-safety, preprint, statml | E4 / R3 (95%) | - |