Machine Learning

Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering ICLR 2025 Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates AAAI 2025 Conformalized Answer Set Prediction for Knowledge Graph Embedding NAACL 2025 Conformalized Interactive Imitation Learning: Handling Expert Shift and Intermittent Feedback ICLR 2025 Conformalized Interval Arithmetic with Symmetric Calibration AAAI 2025 Conformalized Survival Analysis for General Right-Censored Data ICLR 2025 Conformal Language Model Reasoning with Coherent Factuality ICLR 2025 Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation CVPR 2025 Conformal Prediction as Bayesian Quadrature ICML 2025 Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information UAI 2025 Conformal Prediction for Partial Label Learning AAAI 2025 Conformal Prediction for Zero-Shot Models CVPR 2025 Conformal Prediction Sets Can Cause Disparate Impact ICLR 2025 Conformal Prediction Under Generalized Covariate Shift with Posterior Drift AISTATS 2025 Conformal Prediction without Nonconformity Scores UAI 2025 ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction ICCV 2025 Conformal Structured Prediction ICLR 2025 Conformal Thresholded Intervals for Efficient Regression AAAI 2025 Conformity Score Averaging for Classification ICML 2025 Confounder-Free Continual Learning via Recursive Feature Normalization ICML 2025 Confound from All Sides, Distill with Resilience: Multi-Objective Adversarial Paths to Zero-Shot Robustness ICCV 2025 Confounding Factors in Relating Model Performance to Morphology EMNLP 2025 ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization ICML 2025 ConfReady: A RAG based Assistant and Dataset for Conference Checklist Responses EMNLP 2025 ConFREE: Conflict-free Client Update Aggregation for Personalized Federated Learning AAAI 2025