Tag: causal machine learning
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BioCOMPASS: Biomarker-Driven Immunotherapy Response Prediction
Discover BioCOMPASS, a transformer-based model integrating biomarkers to improve immunotherapy response predictions and enhance treatment personalization.
Spectral Compact Training for Efficient Large Language Models
Discover Spectral Compact Training, a memory-efficient method enabling large language model training on consumer hardware with truncated SVD and Stiefel QR...
Adaptive Hint Learning for Enhanced Reinforcement Learning
Discover HiLL, a novel framework using adaptive hints to improve reinforcement learning by overcoming advantage collapse and boosting policy transfer.
MOON3.0: Advanced Multimodal Learning for E-commerce
Discover MOON3.0, a reasoning-aware multimodal model boosting fine-grained e-commerce product understanding and achieving top zero-shot results.
Initialization-Dependent Generalization Bounds for Shallow Neural Nets
Discover new initialization-dependent, non-vacuous generalization bounds for overparameterized shallow neural networks improving AI model performance.