importance sampling

Best Arm Identification with Biased Contexts AAAI 2026 Beyond Top Activations: Efficient and Reliable Crowdsourced Evaluation of Automated Interpretability CVPR 2026 Efficient Hallucination Detection: Adaptive Bayesian Estimation of Semantic Entropy with Guided Semantic Exploration AAAI 2026 Efficient KL Divergence Estimation via Truncated Top-K Integration for Large Language Models ACL 2026 From log 𝜋 to 𝜋: Taming Divergence in Soft Clipping via Bilateral Decoupled Decay of Probability Gradient Weight ACL 2026 MMG: Mutual Information Estimation via the MMSE Gap in Diffusion UAI 2026 Offline Fictitious Self-Play for Competitive Games AAAI 2026 Scalable Model-Assisted Multi-Target Estimation in Large Image Collections UAI 2026 ATLANTIS: Weak-to-Strong Learning via Importance Sampling ACL 2025 Boosting Test Performance with Importance Sampling--a Subpopulation Perspective AAAI 2025 COLLAGE: Adaptive Fusion-based Retrieval for Augmented Policy Learning CoRL 2025 Data Unlearning in Diffusion Models ICLR 2025 Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation ICML 2025 Diffusion Models as Constrained Samplers for Optimization with Unknown Constraints AISTATS 2025 DONIS: Importance Sampling for Training Physics-Informed DeepONet IJCAI 2025 Efficient Off-Policy Learning for High-Dimensional Action Spaces ICLR 2025 Enhanced Importance Sampling Through Latent Space Exploration in Normalizing Flows AAAI 2025 Estimating the Probabilities of Rare Outputs in Language Models ICLR 2025 Hierarchical Gradient-Based Genetic Sampling for Accurate Prediction of Biological Oscillations AAAI 2025 Importance Sampling for Nonlinear Models ICML 2025 Improved Noise Schedule for Diffusion Training ICCV 2025 Information-Theoretic Generative Clustering of Documents AAAI 2025 Joint Model-based Model-free Diffusion for Planning with Constraints CoRL 2025 Length Controlled Generation for Black-box LLMs ACL 2025 Multi-Draft Speculative Sampling: Canonical Decomposition and Theoretical Limits ICLR 2025