{"total":33,"rows":[{"id":"2107.02729","title":"AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning","created":"2021-07-06","cited_by_count":48,"area":null},{"id":"2310.04723","title":"Subspace Identification for Multi-Source Domain Adaptation","created":"2023-10-07","cited_by_count":37,"area":null},{"id":"2110.05721","title":"Action-Sufficient State Representation Learning for Control with Structural Constraints","created":"2021-10-12","cited_by_count":31,"area":null},{"id":"2203.16582","title":"Factored Adaptation for Non-Stationary Reinforcement Learning","created":"2022-03-30","cited_by_count":30,"area":null},{"id":"2103.12857","title":"Embracing the Disharmony in Medical Imaging: A Simple and Effective Framework for Domain Adaptation","created":"2021-03-23","cited_by_count":19,"area":null},{"id":"2111.03422","title":"Transferable Time-Series Forecasting under Causal Conditional Shift","created":"2021-11-05","cited_by_count":18,"area":null},{"id":"2106.06326","title":"TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation","created":"2021-06-11","cited_by_count":17,"area":null},{"id":"2112.03555","title":"FedDAG: Federated DAG Structure Learning","created":"2021-12-07","cited_by_count":17,"area":null},{"id":"2309.16483","title":"Rethinking Domain Generalization: Discriminability and Generalizability","created":"2023-09-28","cited_by_count":16,"area":null},{"id":"2306.06510","title":"Partial Identifiability for Domain Adaptation","created":"2023-06-10","cited_by_count":14,"area":null},{"id":"2109.11736","title":"Unaligned Image-to-Image Translation by Learning to Reweight","created":"2021-09-24","cited_by_count":13,"area":null},{"id":"2302.08635","title":"Generative Causal Representation Learning for Out-of-Distribution Motion Forecasting","created":"2023-02-17","cited_by_count":13,"area":null},{"id":"2107.05911","title":"Model Transferability With Responsive Decision Subjects","created":"2021-07-13","cited_by_count":9,"area":null},{"id":"2203.12707","title":"Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation","created":"2022-03-23","cited_by_count":8,"area":null},{"id":"2110.01438","title":"Instrumental Variable-Driven Domain Generalization with Unobserved Confounders","created":"2021-10-04","cited_by_count":7,"area":null},{"id":"2102.12685","title":"A Local Method for Identifying Causal Relations under Markov Equivalence","created":"2021-02-25","cited_by_count":6,"area":null},{"id":"2205.03554","title":"Time-Series Domain Adaptation via Sparse Associative Structure Alignment: Learning Invariance and Variance","created":"2022-05-07","cited_by_count":4,"area":null},{"id":"2206.12444","title":"Gated Domain Units for Multi-source Domain Generalization","created":"2022-06-24","cited_by_count":4,"area":null},{"id":"2306.02747","title":"Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation","created":"2023-06-05","cited_by_count":4,"area":null},{"id":"2201.10460","title":"Conditional entropy minimization principle for learning domain invariant representation features","created":"2022-01-25","cited_by_count":3,"area":null},{"id":"2306.09302","title":"Knowledge Guided Representation Learning and Causal Structure Learning in Soil Science","created":"2023-06-15","cited_by_count":3,"area":null},{"id":"2509.16463","title":"Entropic Causal Inference: Graph Identifiability","created":"2025-09-19","cited_by_count":3,"area":null},{"id":"2604.23790","title":"A General Representation-Based Approach to Multi-Source Domain Adaptation","created":"2026-04-26","cited_by_count":2,"area":null},{"id":"2407.15259","title":"New Rules for Causal Identification with Background Knowledge","created":"2024-07-21","cited_by_count":1,"area":null},{"id":"2502.06272","title":"Beyond Batch Learning: Global Awareness Enhanced Domain Adaptation","created":"2025-02-10","cited_by_count":1,"area":null},{"id":"2202.13482","title":"Causal Domain Adaptation with Copula Entropy based Conditional Independence Test","created":"2022-02-27","cited_by_count":0,"area":null},{"id":"2204.12668","title":"Adaptable Text Matching via Meta-Weight Regulator","created":"2022-04-27","cited_by_count":0,"area":null},{"id":"2208.01373","title":"DAPDAG: Domain Adaptation via Perturbed DAG Reconstruction","created":"2022-08-02","cited_by_count":0,"area":null},{"id":"2210.16034","title":"A Survey on Causal Representation Learning and Future Work for Medical Image Analysis","created":"2022-10-28","cited_by_count":0,"area":null},{"id":"2404.04481","title":"Joint Identifiability of Cross-Domain Recommendation via Hierarchical Subspace Disentanglement","created":"2024-04-06","cited_by_count":0,"area":null},{"id":"2408.02045","title":"DNA-SE: Towards Deep Neural-Nets Assisted Semiparametric Estimation","created":"2024-08-04","cited_by_count":0,"area":null},{"id":"2506.17137","title":"Towards Conditional Feature Alignment for Cross-Domain Counting","created":"2025-06-20","cited_by_count":0,"area":null},{"id":"2507.03291","title":"Global Variational Inference Enhanced Robust Domain Adaptation","created":"2025-07-04","cited_by_count":0,"area":null}],"next_cursor":null}