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  1. Machine Learning - IBM Research

    Feb 20, 2024 · Machine learning uses data to teach AI systems to imitate the way that humans learn. They can find the signal in the noise of big data, helping businesses improve their operations. We’ve …

  2. What is AI inferencing? - IBM Research

    Oct 5, 2023 · Part of the Linux Foundation, PyTorch is a machine-learning framework that ties together software and hardware to let users run AI workloads in the hybrid cloud. One of PyTorch’s key …

  3. Introducing AI Fairness 360 - IBM Research

    Sep 19, 2018 · We are pleased to announce AI Fairness 360 (AIF360), a comprehensive open-source toolkit of metrics to check for unwanted bias in datasets and machine learning models, and state-of …

  4. What is retrieval-augmented generation (RAG)? - IBM Research

    Aug 22, 2023 · RAG is an AI framework for retrieving facts to ground LLMs on the most accurate information and to give users insight into AI’s decision making process.

  5. Machine Learning for Practical Quantum Error Mitigation

    Mar 3, 2024 · We benchmark a variety of machine learning models---linear regression, random forests, multi-layer perceptrons, and graph neural networks---on diverse classes of quantum circuits, over …

  6. Snap machine learning - IBM Research

    Optimizing Machine Learning Accelerate popular Machine Learning algorithms through system awareness, and hardware/software differentiation Develop novel Machine Learning algorithms with …

  7. Neuro-symbolic AI - IBM Research

    Oct 12, 2021 · We see Neuro-symbolic AI as a pathway to achieve artificial general intelligence. By augmenting and combining the strengths of statistical AI, like machine learning, with the capabilities …

  8. Machine Learning and Data Mining - IBM Research

    Since then, machine learning for structured data has become one of the major research areas in data mining and machine learning. Proud of our successes, we are actively tackling the frontiers in …

  9. Quantum Machine Learning for minimal omics datasets with large …

    Aug 31, 2025 · Quantum Machine Learning for minimal omics datasets with large feature space using embeddings and feature selection techniques Abstract Despite the amount of omics data generated …

  10. Artificial Intelligence - IBM Research

    Dec 11, 2025 · AI for Code AI for Supply Chain AI Testing Automated AI Causality Computer Vision Conversational AI Explainable AI Fairness, Accountability, Transparency Foundation Models …