information theory

BVT-IMA: Binary Vision Transformer with Information-Modified Attention AAAI 2024 Demystifying Local & Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition ICLR 2024 Did You Get It? A Zero-Shot Approach to Locate Information Transfers in Conversations COLING 2024 Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models NeurIPS 2024 Differentially Private Set Representations NeurIPS 2024 Diffusion PID: Interpreting Diffusion via Partial Information Decomposition NeurIPS 2024 Efficiently Computing Susceptibility to Context in Language Models EMNLP 2024 EmotionArcs: Emotion Arcs for 9,000 Literary Texts EACL 2024 Estimating Conditional Mutual Information for Dynamic Feature Selection ICLR 2024 Exploring Word Formation Trends in Written, Spoken, Translated and Interpreted European Parliament Data – A Case Study on Initialisms in English and German COLING 2024 Extending Context Window of Large Language Models via Semantic Compression ACL 2024 Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models NeurIPS 2024 Generalization Bounds via Conditional f-Information NeurIPS 2024 Generalized Measures of Anticipation and Responsivity in Online Language Processing EMNLP 2024 Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks ICML 2024 Harnessing Multiple Correlated Networks for Exact Community Recovery NeurIPS 2024 H-ensemble: An Information Theoretic Approach to Reliable Few-Shot Multi-Source-Free Transfer AAAI 2024 How to Learn Domain-Invariant Representations for Visual Reinforcement Learning: An Information-Theoretical Perspective IJCAI 2024 Illusory Attacks: Information-theoretic detectability matters in adversarial attacks ICLR 2024 Improving the Fairness of the Min-Max Game in GANs Training WACV 2024 Improving Unsupervised Hierarchical Representation with Reinforcement Learning CVPR 2024 Increasing information for model predictive control with semi-Markov decision processes L4DC 2024 Information Capacity Regret Bounds for Bandits with Mediator Feedback JMLR 2024 Information Parity: Measuring and Predicting the Multilingual Capabilities of Language Models EMNLP 2024 Information-theoretic Analysis of Bayesian Test Data Sensitivity AISTATS 2024