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https://www.amazon.science/tag/transfer-learning
Transfer learning - Amazon Science
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https://www.amazon.science/publications/actperfl-active-personalized-federated-learning
ActPerFL: Active personalized federated learning - Amazon Science
In the context of personalized federated learning (FL), the critical challenge is to balance local model improvement and global model tuning when the personal...
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https://www.amazon.science/publications/position-paper-reducing-amazons-packaging-wasteusing-multimodal-deep-learning
Position paper: Reducing Amazon’s packaging waste using multimodal deep learning - Amazon Science
Since 2015, Amazon has reduced the weight of its outbound packaging by 36%, eliminating over 1,000,000 tons of packaging material worldwide, or the equivalent...
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https://www.amazon.science/publications/knowledge-distillation-for-large-language-models-through-residual-learning
Knowledge distillation for large language models through residual learning - Amazon Science
Knowledge distillation has become a crucial technique to transfer the capacities of large language models (LLMs) to smaller, more efficient models for...
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https://www.amazon.science/blog/customizing-multiturn-ai-agents-with-reinforcement-learning
Customizing multiturn AI agents with reinforcement learning - Amazon Science
Jan 27, 2026 - Leveraging existing environment simulators and reward functions based on verifiable ground truth boosts task success rate, even with small models and small...
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https://www.amazon.science/tag/reinforcement-learning
Reinforcement learning - Amazon Science
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https://www.amazon.science/blog/preskill-wins-prize-for-work-on-learning-and-quantum-computing
John Preskill wins prize for work on learning and quantum computing - Amazon Science
Feb 7, 2026 - Caltech professor and Amazon Scholar John Preskill wins Bell Prize for applying both classical and quantum computing to the problem of learning from quantum...
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https://www.amazon.science/publications/graphstorm-all-in-one-graph-machine-learning-framework-for-industry-applications
GraphStorm: All-in-one graph machine learning framework for industry applications - Amazon Science
Graph machine learning (GML) is effective in many business applications. However, making GML easy to use and applicable to industry applications with massive...
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https://www.amazon.science/publications/accelerating-personalization-signal-learning-via-synthetic-data
Accelerating personalization signal learning via synthetic data - Amazon Science
Personalized experiences in multimodal assistants rely on accurate user understanding, yet large-scale training for personalization remains limited by privacy...
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https://www.amazonfutureengineer.com/childhood-to-career-computer-science-offerings
Computer Science Learning Childhood to Career - Amazon Future Engineer
We provide free computer science curriculum and teacher training to schools. Each offering is standards-aligned, culturally responsive, and requires no prior...
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