conditional mutual information

CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement AAAI 2026 Error Analyses of Auto-Regressive Video Diffusion Models JMLR 2026 Asymmetric Reinforcing Against Multi-Modal Representation Bias AAAI 2025 BANGS: Game-theoretic Node Selection for Graph Self-Training ICLR 2025 Conditional Information Bottleneck-Based Multivariate Time Series Forecasting IJCAI 2025 Epistemic Uncertainty and Excess Risk in Variational Inference AISTATS 2025 Exactly Tight Information-theoretic Generalization Bounds via Binary Jensen-Shannon Divergence ICML 2025 Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective ICML 2025 Generalization in Federated Learning: A Conditional Mutual Information Framework ICML 2025 Going Beyond Feature Similarity: Effective Dataset distillation based on Class-aware Conditional Mutual Information ICLR 2025 InfoBridge: Balanced Multimodal Integration through Conditional Dependency Modeling ICCV 2025 Non-parametric Conditional Independence Testing for Mixed Continuous-Categorical Variables: A Novel Method and Numerical Evaluation CLeaR 2025 Optimal Information Retention for Time-Series Explanations ICML 2025 Palette of Language Models: A Solver for Controlled Text Generation NAACL 2025 Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks ICLR 2025 Stochastic Encodings for Active Feature Acquisition ICML 2025 Testing (Conditional) Mutual Information - Extended Abstract COLT 2025 AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases NeurIPS 2024 Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information ICLR 2024 FADES: Fair Disentanglement with Sensitive Relevance CVPR 2024 Generalization Bounds via Conditional f-Information NeurIPS 2024 Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing ICML 2024 Interpretable Diffusion via Information Decomposition ICLR 2024 Language Model Based Unsupervised Dependency Parsing with Conditional Mutual Information and Grammatical Constraints NAACL 2024 Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning AAAI 2024