The 8th Conference on Machine Learning and Systems (MLSys 2025) covers topics such as:
- Privacy and security for ML applications
- Efficient model training, inference, and serving
- ML programming models and abstractions
- Fairness, interpretability and explainability for ML applications
- Specialized hardware for machine learning
- Programming languages for machine learning
- Distributed and parallel learning algorithms
- Machine Learning for Systems
- Data preparation, feature selection, and feature extraction
- Testing, debugging, and monitoring of ML applications
- Visualization of data, models, and predictions
- ML compilers and runtime
- Systems for Machine Learning
- Hardware-efficient ML methods
The 8th Conference on Machine Learning and Systems (MLSys 2025) might be held in United States in 2025.
