regression
A statistical method used in machine learning to model and analyze the relationships between variables. In AI, regression techniques are applied to predict continuous values based on input features, such as predicting prices or outcomes.
- A Statistical Theory of Contrastive Learning via Approximate Sufficient Statistics
- Aeolus: A Multi-structural Flight Delay Dataset
- Balanced Active Inference
- HiPoNet: A Multi-View Simplicial Complex Network for High Dimensional Point-Cloud and Single-Cell data
- Hybrid Autoencoders for Tabular Data: Leveraging Model-Based Augmentation in Low-Label Settings
- Learning Task-Agnostic Representations through Multi-Teacher Distillation
- Learning from Interval Targets
- One Sample is Enough to Make Conformal Prediction Robust
- Probing Equivariance and Symmetry Breaking in Convolutional Networks
- ProtoPairNet: Interpretable Regression through Prototypical Pair Reasoning