Bayesian Inference

A Bayesian Approach to L2 Fluency Ratings by Native and Nonnative Listeners Interspeech 2025 A Bayesian Model Selection Criterion for Selecting Pretraining Checkpoints ICML 2025 A Bayesian Optimization Approach to Machine Translation Reranking NAACL 2025 A Calibrated Reflection Approach for Enhancing Confidence Estimation in LLMs NAACL 2025 Accessible, At-Home Detection of Parkinson’s Disease via Multi-Task Video Analysis AAAI 2025 A Closer Look at Generalized BH Algorithm for Out-of-Distribution Detection ICML 2025 A Conformal Risk Control Framework for Granular Word Assessment and Uncertainty Calibration of CLIPScore Quality Estimates ACL 2025 AD4CD: Causal-Guided Anomaly Detection for Enhancing Cognitive Diagnosis AAAI 2025 Adaptive Deep Learning from Crowds IJCAI 2025 Adaptive Experimental Design to Accelerate Scientific Discovery and Engineering Design AAAI 2025 Adaptive Flow Matching for Resolving Small-Scale Physics ICML 2025 Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching ICML 2025 Adaptive Preference Optimization with Uncertainty-aware Utility Anchor EMNLP 2025 Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks AAAI 2025 Adaptive teachers for amortized samplers ICLR 2025 Addressing Misspecification in Simulation-based Inference through Data-driven Calibration ICML 2025 Adjusted Expected Improvement for Cumulative Regret Minimization in Noisy Bayesian Optimization JMLR 2025 Adjusting Model Size in Continual Gaussian Processes: How Big is Big Enough? ICML 2025 Advancing African-Accented English Speech Recognition: Epistemic Uncertainty-Driven Data Selection for Generalizable ASR Models ACL 2025 A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization EMNLP 2025 A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments ICML 2025 A Generic Family of Graphical Models: Diversity, Efficiency, and Heterogeneity ICML 2025 A Generic Framework for Conformal Fairness ICLR 2025 AgentPro: Enhancing LLM Agents with Automated Process Supervision EMNLP 2025 AgentRM: Enhancing Agent Generalization with Reward Modeling ACL 2025