| Automatically Score Tissue Images Like a Pathologist by Transfer Learning | Sep 9, 2022 | Learning TheoryTransfer Learning | —Unverified | 0 |
| A learning theory for quantum photonic processors and beyond | Sep 7, 2022 | Learning Theory | —Unverified | 0 |
| Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information | Sep 5, 2022 | Learning TheoryMulti-Task Learning | —Unverified | 0 |
| Fine-Grained Distribution-Dependent Learning Curves | Aug 31, 2022 | Learning TheoryPAC learning | —Unverified | 0 |
| Representation Learning based and Interpretable Reactor System Diagnosis Using Denoising Padded Autoencoder | Aug 30, 2022 | DenoisingDiagnostic | —Unverified | 0 |
| Generalization In Multi-Objective Machine Learning | Aug 29, 2022 | FairnessGeneralization Bounds | —Unverified | 0 |
| On the non-efficient PAC learnability of conjunctive queries | Aug 22, 2022 | Learning Theory | —Unverified | 0 |
| On the generalization of learning algorithms that do not converge | Aug 16, 2022 | Learning Theory | —Unverified | 0 |
| On establishing learning separations between classical and quantum machine learning with classical data | Aug 12, 2022 | Learning TheoryQuantum Machine Learning | —Unverified | 0 |
| DeepHider: A Covert NLP Watermarking Framework Based on Multi-task Learning | Aug 9, 2022 | Language ModellingLearning Theory | —Unverified | 0 |
| Proof-of-Learning is Currently More Broken Than You Think | Aug 6, 2022 | Learning Theory | CodeCode Available | 0 |
| What can we Learn by Predicting Accuracy? | Aug 2, 2022 | BIG-bench Machine LearningLearning Theory | —Unverified | 0 |
| V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs | Jul 22, 2022 | Common Sense ReasoningDisentanglement | —Unverified | 0 |
| Masked Spatial-Spectral Autoencoders Are Excellent Hyperspectral Defenders | Jul 16, 2022 | Adversarial DefenseLearning Theory | —Unverified | 0 |
| Modeling Non-Cooperative Dialogue: Theoretical and Empirical Insights | Jul 15, 2022 | Learning Theory | CodeCode Available | 0 |
| Benign, Tempered, or Catastrophic: A Taxonomy of Overfitting | Jul 14, 2022 | Learning Theory | —Unverified | 0 |
| Binary Iterative Hard Thresholding Converges with Optimal Number of Measurements for 1-Bit Compressed Sensing | Jul 7, 2022 | compressed sensingLearning Theory | —Unverified | 0 |
| q-Learning in Continuous Time | Jul 2, 2022 | Learning TheoryQ-Learning | —Unverified | 0 |
| Multimodal large language models for inclusive collaboration learning tasks | Jul 1, 2022 | Learning Theory | —Unverified | 0 |
| Understanding Benign Overfitting in Gradient-Based Meta Learning | Jun 27, 2022 | Few-Shot LearningLearning Theory | —Unverified | 0 |
| Gray Learning from Non-IID Data with Out-of-distribution Samples | Jun 19, 2022 | Learning Theory | CodeCode Available | 0 |
| Adversarial Robustness is at Odds with Lazy Training | Jun 18, 2022 | Adversarial RobustnessLearning Theory | —Unverified | 0 |
| Theory of Machine Learning with Limited Data | Jun 15, 2022 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Scientific Inference With Interpretable Machine Learning: Analyzing Models to Learn About Real-World Phenomena | Jun 11, 2022 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Adaptive Frequency Band Selection for Accurate and Fast Positioning utilizing SOPs | Jun 9, 2022 | Learning TheoryPosition | —Unverified | 0 |