information theory

Generalized Group Testing AISTATS 2022 Gestures Are Used Rationally: Information Theoretic Evidence from Neural Sequential Models COLING 2022 Gradual (In)Compatibility of Fairness Criteria AAAI 2022 Graph Structure Learning with Variational Information Bottleneck AAAI 2022 Improving Adversarial Robustness via Mutual Information Estimation ICML 2022 Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective EMNLP 2022 Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality NeurIPS 2022 Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning AISTATS 2022 Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning JMLR 2022 Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class Classification JMLR 2022 Information-theoretic Online Memory Selection for Continual Learning ICLR 2022 Information-Theoretic Safe Exploration with Gaussian Processes NeurIPS 2022 Investigating Information-Theoretic Properties of the Typology of Spatial Demonstratives NAACL 2022 Investigating the Impact of Multi-LiDAR Placement on Object Detection for Autonomous Driving CVPR 2022 ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks CVPR 2022 Learning Cluster Causal Diagrams: An Information-Theoretic Approach IJCAI 2022 Learning from an Exploring Demonstrator: Optimal Reward Estimation for Bandits AISTATS 2022 Learning General World Models in a Handful of Reward-Free Deployments NeurIPS 2022 Measures of Information Reflect Memorization Patterns NeurIPS 2022 Measuring Data Leakage in Machine-Learning Models with Fisher Information (Extended Abstract) IJCAI 2022 Measuring Morphological Fusion Using Partial Information Decomposition COLING 2022 On Leave-One-Out Conditional Mutual Information For Generalization NeurIPS 2022 On the Interplay between Information Loss and Operation Loss in Representations for Classification AISTATS 2022 On the Learning of Non-Autoregressive Transformers ICML 2022 On the probability–quality paradox in language generation ACL 2022