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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. Quantum Machine Learning: An Interplay Between Quantum …

    May 25, 2025 · Quantum machine learning (QML) is a rapidly growing field that combines quantum computing principles with traditional machine learning. It seeks to revolutionize machine learning by …

  3. What are foundation models? - IBM Research

    May 9, 2022 · What makes these new systems foundation models is that they, as the name suggests, can be the foundation for many applications of the AI model. Using self-supervised learning and …

  4. 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 …

  5. 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 …

  6. Blog - IBM Research

    3 days ago · The IBM Research blog is the home for stories told by the researchers, scientists, and engineers inventing What’s Next in science and technology.

  7. Model Reprogramming: Resource-Efficient Cross-Domain Machine …

    Mar 25, 2024 · Model reprogramming enables resource-efficient crossdomain machine learning by repurposing and reusing a welldeveloped pre-trained model from a source domain to solve tasks in a …

  8. 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 …

  9. 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 …

  10. New analog AI chip design uses much less power for AI tasks

    Aug 23, 2023 · It’s possible to build analog AI chips that can handle natural-language AI tasks with estimated 14 times more energy efficiency.