Computer Science, Machine Learning
Tag: regularization
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Robust Deep Learning Against Noisy Labels with Efficient Regularization
Mathematics, Optimization and Control
Unifying Safe Ball Methodologies for Sparse Optimization
Computer Science, Computer Vision and Pattern Recognition
Alternative Title for the Article: “Vision-Language Models’ Shortcomings in Image Segmentation: A Critical Examination
Mathematics, Optimization and Control
Distributed Adaptive Greedy Quasi-Newton Methods with Explicit Non-asymptotic Convergence Bounds
Computer Science, Computer Vision and Pattern Recognition
Exploring Convolutional Unlearnable Datasets with Pixel-Based Image Transformations
Computer Science, Computer Vision and Pattern Recognition
Comparing Semi-Supervised Methods vs. Modeling Label Noise for Noisy Data Learning
Computer Science, Machine Learning
Aligning Models to Enhance Adversarial Transferability
Identification Algorithms: Performance Analysis Under Asymptotic Conditions
Fair Machine Learning with Novel Loss Functions
Computer Science, Computer Vision and Pattern Recognition
Self-Supervised Learning: A New Approach to Anomaly Detection
Computer Science, Computer Vision and Pattern Recognition
Efficient Fine-Tuning of Transformer-Based Masked Language Models for Improved Performance
Mathematics, Numerical Analysis