information theory

Information-Theoretic Generative Clustering of Documents AAAI 2025 Information Theoretic Pruning of Coupled Channels in Deep Neural Networks WACV 2025 Information Theory and Linguistic Variation: A Study of Brazilian and European Portuguese COLING 2025 Layer by Layer: Uncovering Hidden Representations in Language Models ICML 2025 Learning Robust and Privacy-Preserving Representations via Information Theory AAAI 2025 Modeling Probabilistic Reduction using Information Theory and Naive Discriminative Learning Interspeech 2025 Noise May Drown Out Words but Foster Compositionality: The Advantage of the Erasure and Deletion Noisy Channels on Emergent Communication IJCNLP 2025 On Bits and Bandits: Quantifying the Regret-Information Trade-off ICLR 2025 On Information-Theoretic Measures of Predictive Uncertainty UAI 2025 On the Correspondence between the Squared Norm and Information Content in Text Embeddings EMNLP 2025 Optimal Viewpoint Selection for Autonomous Photography Using Reinforcement Learning AAAI 2025 Optimization Over a Probability Simplex JMLR 2025 Partial Information Decomposition for Data Interpretability and Feature Selection AISTATS 2025 Rate-In: Information-Driven Adaptive Dropout Rates for Improved Inference-Time Uncertainty Estimation CVPR 2025 Rethinking External Slow-Thinking: From Snowball Errors to Probability of Correct Reasoning ICML 2025 Searching for and Avoiding Hidden Sets Using Queries with Local Feedback AAAI 2025 Semantic Geometry of Sentence Embeddings EMNLP 2025 Sequence Complementor: Complementing Transformers for Time Series Forecasting with Learnable Sequences AAAI 2025 Speculative Sampling via Exponential Races ACL 2025 Synonymity-Based Semantic Coding for Efficient Speech Compression Interspeech 2025 The Great Contradiction Showdown: How Jailbreak and Stealth Wrestle in Vision-Language Models? ACML 2025 The Harmonic Structure of Information Contours ACL 2025 The Tug of War Within: Mitigating the Fairness-Privacy Conflicts in Large Language Models ACL 2025 Trade-Offs Between Information and Crowding in Sequential Decisions (Student Abstract) AAAI 2025 Uncertainty Estimation for Heterophilic Graphs Through the Lens of Information Theory ICML 2025