Classification

Fairness guarantees in multi-class classification with demographic parity JMLR 2024 FairProof : Confidential and Certifiable Fairness for Neural Networks ICML 2024 Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes AISTATS 2024 FakeSound: Deepfake General Audio Detection Interspeech 2024 Fast Decision Boundary based Out-of-Distribution Detector ICML 2024 Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature ICLR 2024 Faster Recalibration of an Online Predictor via Approachability AISTATS 2024 Fast Rates for Bandit PAC Multiclass Classification NeurIPS 2024 FastSpell: The LangId Magic Spell COLING 2024 Favoring One Among Equals - Not a Good Idea: Many-to-One Matching for Robust Transformer Based Pedestrian Detection WACV 2024 FBLG: A Local Graph Based Approach for Handling Dual Skewed Non-IID Data in Federated Learning IJCAI 2024 Feature Importance Disparities for Data Bias Investigations ICML 2024 FedES: Federated Early-Stopping for Hindering Memorizing Heterogeneous Label Noise IJCAI 2024 FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning IJCAI 2024 Few-shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt ECCV 2024 Few-Shot Keyword-Incremental Learning with Total Calibration Interspeech 2024 Finding Interpretable Class-Specific Patterns through Efficient Neural Search AAAI 2024 Fine-grained Classes and How to Find Them ICML 2024 Fine-grained Classification of Circumstantial Meanings within the Prague Dependency Treebank Annotation Scheme COLING 2024 Fine-Grained Legal Argument-Pair Extraction via Coarse-Grained Pre-training COLING 2024 Fine-tuning of Pre-trained Models for Classification of Vocal Intensity Category from Speech Signals Interspeech 2024 Fingervein Verification Using Convolutional Multi-Head Attention Network WACV 2024 Fitness Activity Recognition Using a Novel Pressure Sensing Mat and Machine Learning for the Future of Accessible Training IJCAI 2024 Fitting a Square Peg into a Round Hole: Creating a UniMorph dataset of Kanien’kéha Verbs EACL 2024 Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare Ball CVPR 2024