{"total":16,"rows":[{"id":"2401.17139","title":"Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models","created":"2024-01-30","cited_by_count":35,"area":null},{"id":"2405.18756","title":"Provable Contrastive Continual Learning","created":"2024-05-29","cited_by_count":13,"area":null},{"id":"2311.06597","title":"Understanding Grokking Through A Robustness Viewpoint","created":"2023-11-11","cited_by_count":12,"area":null},{"id":"2503.00507","title":"Projection Head is Secretly an Information Bottleneck","created":"2025-03-01","cited_by_count":11,"area":null},{"id":"2310.17455","title":"OTMatch: Improving Semi-Supervised Learning with Optimal Transport","created":"2023-10-26","cited_by_count":6,"area":null},{"id":"2402.03471","title":"The Information of Large Language Model Geometry","created":"2024-02-01","cited_by_count":5,"area":null},{"id":"2505.12576","title":"AdaDim: Dimensionality Adaptation for SSL Representational Dynamics","created":"2025-05-18","cited_by_count":4,"area":null},{"id":"2406.03999","title":"Unveiling the Dynamics of Information Interplay in Supervised Learning","created":"2024-06-06","cited_by_count":3,"area":null},{"id":"2408.00549","title":"Learning to Embed Distributions via Maximum Kernel Entropy","created":"2024-08-01","cited_by_count":3,"area":null},{"id":"2410.10672","title":"Large Language Model Evaluation via Matrix Nuclear-Norm","created":"2024-10-14","cited_by_count":2,"area":null},{"id":"2409.16767","title":"Exploring Information-Theoretic Metrics Associated with Neural Collapse in Supervised Training","created":"2024-09-25","cited_by_count":1,"area":null},{"id":"2311.11091","title":"Deep Tensor Network","created":"2023-11-18","cited_by_count":0,"area":null},{"id":"2502.20763","title":"Information-Theoretic Perspectives on Optimizers","created":"2025-02-28","cited_by_count":0,"area":null},{"id":"2510.01345","title":"Self-Supervised Representation Learning as Mutual Information Maximization","created":"2025-10-01","cited_by_count":0,"area":null},{"id":"2510.15422","title":"Information Theory in Open-world Machine Learning Foundations, Frameworks, and Future Direction","created":"2025-10-17","cited_by_count":0,"area":null},{"id":"2605.11870","title":"Information theoretic underpinning of self-supervised learning by clustering","created":"2026-05-12","cited_by_count":0,"area":null}],"next_cursor":null}