Machine Learning

PRISM: Probabilistic Reward Model with Inherent Structural Modeling ACL 2026 Privacy Auditing of Multi-Domain Graph Pre-Trained Model Under Membership Inference Attacks AAAI 2026 Privacy Leaks by Adversaries: Adversarial Iterations for Membership Inference Attack AAAI 2026 Privacy on the Fly: A Predictive Adversarial Transformation Network for Mobile Sensor Data AAAI 2026 Privacy-Preserving Argumentative Explanations (Student Abstract) AAAI 2026 Privacy Preserving In-Context-Learning Framework for Large Language Models AAAI 2026 Privacy-protected Retrieval-Augmented Generation for Knowledge Graph Question Answering AAAI 2026 Private Frequency Estimation via Residue Number Systems AAAI 2026 Private Linear Regression via a Down-Sensitivity to Privacy Reduction COLT 2026 Privately Estimating Black-Box Statistics COLT 2026 Privately Learning Decision Lists and a Differentially Private Winnow ALT 2026 PrivSV: Differentially Private Steering Vector for Large Language Models AAAI 2026 PrivSynth: Alternating and Control-Based Optimization for Privacy and Utility in Synthetic Data CVPR 2026 PR-MaGIC: Prompt Refinement Via Mask Decoder Gradient Flow For In-Context Segmentation CVPR 2026 ProAR: Probabilistic Autoregressive Modeling for Molecular Dynamics AAAI 2026 Probabilistic Bilingual Subword Segmentation with Latent Subword Alignment EACL 2026 Probabilistic Deformation Consistency for Unsupervised Shape Matching AAAI 2026 Probabilistic Edge Modulation for High-Dimensional Causal Discovery UAI 2026 Probabilistic Hash Embeddings for Online Learning of Categorical Features AAAI 2026 Probabilistic Hierarchical Goal Network Planning with UCT AAAI 2026 Probabilistic Precipitation Nowcasting with Rectified Flow Transformers CVPR 2026 Probabilistic Rainfall Downscaling: Joint Generalized Neural Models with Censored Spatial Gaussian Copula JMLR 2026 Probabilistic Safety Verification of Neural Policies via Predicate Abstraction AAAI 2026 Probabilistic Verification of Neural Networks via Efficient Probabilistic Hull Generation UAI 2026 Probabilities Are All You Need: A Probability-Only Approach to Uncertainty Estimation in Large Language Models AAAI 2026