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xgboost
NVIDIA FLARE Enhances Federated XGBoost for Efficient Machine Learning
NVIDIA has integrated Federated XGBoost with FLARE, boosting machine learning productivity by enabling concurrent experiments, fault tolerance, and enhanced tracking.
NVIDIA Enhances Data Privacy with Homomorphic Encryption for Federated XGBoost
NVIDIA introduces CUDA-accelerated homomorphic encryption in Federated XGBoost, enhancing data privacy and efficiency in federated learning. This advancement addresses security concerns in both horizontal and vertical collaborations.
NVIDIA RAPIDS Enhances Machine Learning with Zero-Code Acceleration and Performance Gains
NVIDIA's RAPIDS introduces zero-code acceleration for machine learning, boosts IO performance, and supports out-of-core XGBoost training, streamlining data science workflows.