{"total":14,"rows":[{"id":"2205.08187","title":"Deep neural networks with dependent weights: Gaussian Process mixture limit, heavy tails, sparsity and compressibility","created":"2022-05-17","cited_by_count":13,"area":null},{"id":"2305.14765","title":"Masked Bayesian Neural Networks : Theoretical Guarantee and its Posterior Inference","created":"2023-05-24","cited_by_count":9,"area":null},{"id":"2206.00794","title":"Sequential Bayesian Neural Subnetwork Ensembles","created":"2022-06-01","cited_by_count":5,"area":null},{"id":"2308.09104","title":"Spike-and-slab shrinkage priors for structurally sparse Bayesian neural networks","created":"2023-08-17","cited_by_count":4,"area":null},{"id":"2405.00202","title":"Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Design","created":"2024-04-30","cited_by_count":2,"area":null},{"id":"2405.20573","title":"Enhancing Generative Molecular Design via Uncertainty-guided Fine-tuning of Variational Autoencoders","created":"2024-05-31","cited_by_count":2,"area":null},{"id":"2406.01345","title":"BMRS: Bayesian Model Reduction for Structured Pruning","created":"2024-06-03","cited_by_count":2,"area":null},{"id":"2502.06173","title":"Uncertainty-Aware Adaptation of Large Language Models for Protein-Protein Interaction Analysis","created":"2025-02-10","cited_by_count":2,"area":null},{"id":"2210.04083","title":"Unified Probabilistic Neural Architecture and Weight Ensembling Improves Model Robustness","created":"2022-10-08","cited_by_count":1,"area":null},{"id":"2301.08374","title":"Projective Integral Updates for High-Dimensional Variational Inference","created":"2023-01-20","cited_by_count":1,"area":null},{"id":"2309.12095","title":"Bayesian sparsification for deep neural networks with Bayesian model reduction","created":"2023-09-21","cited_by_count":1,"area":null},{"id":"2606.05373","title":"Evidence-Guided Neural Architecture Selection under Uncertainty for Subject-Specific Blood Glucose Forecasting","created":"2026-06-03","cited_by_count":0,"area":null},{"id":"2607.21671","title":"Neural Feature Governance: Extending Atom Prevalence","created":"2026-07-23","cited_by_count":0,"area":null},{"id":"2609.19539","title":"Compressed Active Subspaces for Scalable Bayesian Inference","created":"2026-09-17","cited_by_count":0,"area":null}],"next_cursor":null}