| Inference in Sparse Graphs with Pairwise Measurements and Side Information | Mar 8, 2017 | Learning TheoryTree Decomposition | —Unverified | 0 |
| Inferring Ingrained Remote Information in AC Power Flows Using Neuromorphic Modality Regime | Jul 20, 2024 | Learning TheoryPhilosophy | —Unverified | 0 |
| Information Science Principles of Machine Learning: A Causal Chain Meta-Framework Based on Formalized Information Mapping | May 19, 2025 | Learning Theory | —Unverified | 0 |
| Information-Theoretic Analysis of Minimax Excess Risk | Feb 15, 2022 | Learning Theory | —Unverified | 0 |
| Information-theoretic generalization bounds for learning from quantum data | Nov 9, 2023 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Information Theoretic Guarantees for Empirical Risk Minimization with Applications to Model Selection and Large-Scale Optimization | Jul 1, 2018 | Learning TheoryModel Selection | —Unverified | 0 |
| Integrated analysis of the urban water-electricity demand nexus in the Midwestern United States | Feb 26, 2019 | Learning Theory | —Unverified | 0 |
| Interplay between depth of neural networks and locality of target functions | Jan 28, 2022 | Learning Theory | —Unverified | 0 |
| Analyzing Data Selection Techniques with Tools from the Theory of Information Losses | Feb 25, 2019 | Active LearningExperimental Design | —Unverified | 0 |
| Interpreting Deep Learning: The Machine Learning Rorschach Test? | Jun 1, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |