{"total":28,"rows":[{"id":"2107.04649","title":"Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization","created":"2021-07-09","cited_by_count":249,"area":null},{"id":"2110.11216","title":"User-friendly introduction to PAC-Bayes bounds","created":"2021-10-21","cited_by_count":239,"area":null},{"id":"2310.14942","title":"Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand","created":"2023-10-09","cited_by_count":57,"area":null},{"id":"2309.12559","title":"Invariant Learning via Probability of Sufficient and Necessary Causes","created":"2023-09-22","cited_by_count":22,"area":null},{"id":"2105.14099","title":"Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning","created":"2021-05-28","cited_by_count":21,"area":null},{"id":"2204.04384","title":"The Two Dimensions of Worst-case Training and the Integrated Effect for Out-of-domain Generalization","created":"2022-04-09","cited_by_count":21,"area":null},{"id":"2405.01964","title":"Position: Understanding LLMs Requires More Than Statistical Generalization","created":"2024-05-03","cited_by_count":21,"area":null},{"id":"2111.01635","title":"Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm","created":"2021-11-02","cited_by_count":14,"area":null},{"id":"2111.03740","title":"Toward Learning Human-aligned Cross-domain Robust Models by Countering Misaligned Features","created":"2021-11-05","cited_by_count":14,"area":null},{"id":"2207.05685","title":"PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners","created":"2022-07-12","cited_by_count":13,"area":null},{"id":"2403.06392","title":"Towards Robust Out-of-Distribution Generalization Bounds via Sharpness","created":"2024-03-11","cited_by_count":11,"area":null},{"id":"2402.01887","title":"On $f$-Divergence Principled Domain Adaptation: An Improved Framework","created":"2024-02-02","cited_by_count":6,"area":null},{"id":"2402.05960","title":"Phase-driven Domain Generalizable Learning for Nonstationary Time Series","created":"2024-02-05","cited_by_count":5,"area":null},{"id":"2203.03303","title":"PAC-Bayesian Lifelong Learning For Multi-Armed Bandits","created":"2022-03-07","cited_by_count":4,"area":null},{"id":"2110.15520","title":"On Label Shift in Domain Adaptation via Wasserstein Distance","created":"2021-10-29","cited_by_count":3,"area":null},{"id":"2305.18458","title":"CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift","created":"2023-05-29","cited_by_count":3,"area":null},{"id":"2310.00027","title":"Out-Of-Domain Unlabeled Data Improves Generalization","created":"2023-09-29","cited_by_count":3,"area":null},{"id":"2312.13484","title":"Bayesian Transfer Learning","created":"2023-12-20","cited_by_count":3,"area":null},{"id":"2405.09516","title":"Generalization Bounds for Causal Regression: Insights, Guarantees and Sensitivity Analysis","created":"2024-05-15","cited_by_count":3,"area":null},{"id":"2203.05076","title":"Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization","created":"2022-03-09","cited_by_count":2,"area":null},{"id":"2401.01048","title":"PAC-Bayesian Domain Adaptation Bounds for Multi-view learning","created":"2024-01-02","cited_by_count":2,"area":null},{"id":"2109.07920","title":"On the inductive biases of deep domain adaptation","created":"2021-09-16","cited_by_count":1,"area":null},{"id":"2303.08720","title":"Practicality of generalization guarantees for unsupervised domain adaptation with neural networks","created":"2023-03-15","cited_by_count":1,"area":null},{"id":"2506.14978","title":"ODD: Overlap-aware Estimation of Model Performance under Distribution Shift","created":"2025-06-17","cited_by_count":1,"area":null},{"id":"2311.18758","title":"Semi-supervised Semantic Segmentation via Boosting Uncertainty on Unlabeled Data","created":"2023-11-30","cited_by_count":0,"area":null},{"id":"2411.10957","title":"STAMP: Symmetric Temporal Averaging Message Passing for Domain Adaptation in Chronologically Split Graphs","created":"2024-11-17","cited_by_count":0,"area":null},{"id":"2508.18693","title":"Feature-Space Planes Searcher: A Universal Domain Adaptation Framework for Interpretability and Computational Efficiency","created":"2025-08-26","cited_by_count":0,"area":null},{"id":"2602.10588","title":"TRACE: Theoretical Risk Attribution under Covariate-shift Effects","created":"2026-02-11","cited_by_count":0,"area":null}],"next_cursor":null}