{"total":15,"rows":[{"id":"2402.00809","title":"Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI","created":"2024-02-01","cited_by_count":62,"area":null},{"id":"2110.10804","title":"Identifiable Deep Generative Models via Sparse Decoding","created":"2021-10-20","cited_by_count":54,"area":null},{"id":"2307.04189","title":"Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning","created":"2023-07-09","cited_by_count":47,"area":null},{"id":"2406.00519","title":"Learning Discrete Concepts in Latent Hierarchical Models","created":"2024-06-01","cited_by_count":17,"area":null},{"id":"2503.08980","title":"I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data?","created":"2025-03-12","cited_by_count":13,"area":null},{"id":"2406.00778","title":"Bayesian Joint Additive Factor Models for Multiview Learning","created":"2024-06-02","cited_by_count":5,"area":null},{"id":"2406.07020","title":"Learning Discrete Latent Variable Structures with Tensor Rank Conditions","created":"2024-06-11","cited_by_count":3,"area":null},{"id":"2411.19556","title":"Differentiable Causal Discovery For Latent Hierarchical Causal Models","created":"2024-11-29","cited_by_count":3,"area":null},{"id":"2302.09111","title":"Graphical Dirichlet Process for Clustering Non-Exchangeable Grouped Data","created":"2023-02-17","cited_by_count":2,"area":null},{"id":"2501.01414","title":"Deep Discrete Encoders: Identifiable Deep Generative Models for Rich Data with Discrete Latent Layers","created":"2025-01-02","cited_by_count":2,"area":null},{"id":"2512.10669","title":"Learning by Analogy: A Causal Framework for Composition Generalization","created":"2025-12-11","cited_by_count":1,"area":null},{"id":"2205.08677","title":"Dependent Latent Class Models","created":"2022-05-18","cited_by_count":0,"area":null},{"id":"2505.18410","title":"On Theoretical Identifiability of Discrete Latent Causal Graphical Models","created":"2025-05-23","cited_by_count":0,"area":null},{"id":"2509.13267","title":"Learning discrete Bayesian networks with hierarchical Dirichlet shrinkage","created":"2025-09-16","cited_by_count":0,"area":null},{"id":"2512.10720","title":"Beyond the Black Box: Identifiable Interpretation and Control in Generative Models via Causal Minimality","created":"2025-12-11","cited_by_count":0,"area":null}],"next_cursor":null}