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329,819 results for machine learning

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  1. Journal Article Full text

    Machine Learning and Law

    Surden, Harry

    Washington Law Review · 2014 · English · Law Review Commons

    Part I of this Article explains the basic concepts underlying machine learning. Part II will convey a more general principle: non-intelligent computer algorithms can sometimes produce intelligent results in complex tasks through the use of suitable proxies detected in data. Part III will explore…

  2. Journal Article Full text

    Quantum Machine Learning: A Patent Review

    Haney, Brian S.

    Journal of Law, Technology, & the Internet · 2020 · English · Law Review Commons

    One of the central problems bottlenecking machine learning research is classical computational power limits. Quantum computing provides a solution, offering more processing power for less electric cost. Quantum Machine Learning (QML) is a research field at the intersection of quantum computing and…

  3. Journal Article Full text

    Machine Learning and the New Civil Procedure

    Niesel, Zoe

    SMU Law Review · 2020 · English · Law Review Commons

    There is an increasing emphasis in the legal academy, the media, and the popular consciousness on how artificial intelligence and machine learning will change the foundations of legal practice. In concert with these discussions, a critical question needs to be explored—As computer programming…

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  1. Journal Article Full text

    THE PROMISE OF MACHINE LEARNING FOR PATENT LANDSCAPING

    Toole, Andrew A.; Pairolero, Nicholas A.; Forman, James Q. et al.

    Santa Clara High Technology Law Journal · 2020 · English · Law Review Commons

    THE PROMISE OF MACHINE LEARNING FOR PATENT LANDSCAPING

  2. Journal Article Full text

    The Disparate Impact of Artificial Intelligence and Machine Learning

    Polek, Christine; Sandy, Shastri

    Colorado Technology Law Journal · 2023 · English · Law Review Commons

  3. Journal Article Full text

    The American Way - Until Machine Learning Algorithm Beats the Law?

    Gikay, Asress Adimi

    Journal of Law, Technology, & the Internet · 2020 · English · Law Review Commons

    …the increasing sophistication of Artificial Intelligence (AI), especially machine learning, place both the EU and the US legal regimes in similar position as neither jurisdiction is equipped to respond to autonomous, unpredictable, and unexplainable algorithms making decisions. While the EU’s…

  4. Journal Article Full text

    Narrowing the Universe: A Machine Learning Approach to Patent Clearance

    Weires, Rebecca; Rosefelt, Joshua; Meylor, Katelyn et al.

    Chicago-Kent Journal of Intellectual Property · 2021 · English · Law Review Commons

    …able to quantify and mitigate their own patent infringement risk. We used machine learning methods, informed by legal scholars’ understanding of relevant patent traits, to improve on prior attempts to predict litigation. We built primarily on Colleen Chien’s Predicting Patent Litigation. Chien used…

  5. Journal Article Full text

    Precision Machine Learning

    Michaud, Eric J.; Liu, Ziming; Tegmark, Max

    Entropy (Basel) · 2023 · English · PubMed Central

    We explore unique considerations involved in fitting machine learning (ML) models to data with very high precision, as is often required for science applications. We empirically compare various function approximation methods and study how they scale with increasing parameters and data. We find that…

  6. Journal Article Full text

    Conservation machine learning

    Sipper, Moshe; Moore, Jason H.

    BioData Min · 2020 · English · PubMed Central

  7. Journal Article Full text

    Machine learning automation

    Xu, Zongben; Zhou, Zhi-Hua; Zhu, Wenwu

    Natl Sci Rev · 2024 · English · PubMed Central

  8. Journal Article Full text

    Machine Learning Algorithms

    Sanders, William E.; Khedraki, Rola; Rabbat, Mark et al.

    JACC Adv · 2023 · English · PubMed Central

  9. Journal Article Full text

    Quantum machine learning

    Allcock, Jonathan; Zhang, Shengyu

    Natl Sci Rev · 2018 · English · PubMed Central

  10. Journal Article Full text

    Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study

    Visweswaran, Shyam; Colditz, Jason B; O’Halloran, Patrick et al.

    J Med Internet Res · 2020 · English · PubMed Central

    …sentiment on vaping that may be useful for public health surveillance. Machine learning classifiers that identify vaping-relevant tweets and characterize sentiments in them can underpin a Twitter-based vaping surveillance system. Compared with traditional machine learning classifiers that are…

  11. Journal Article Full text

    Machine Learning-Based Medical Devices: the FDA’s Regulation, Requirements, and Restrictions

    Beam, Charli

    Journal of Law and Health · 2022 · English · Law Review Commons

    The FDA should create functional regulations for the growing number of machine learning medical devices. The healthcare system is increasingly using these devices for diagnosis. Machine learning devices trained on biased data sets are susceptible to furthering certain types of bias and generating…

  12. Journal Article Full text

    ARTIFICIAL INTELLIGENCE/ MACHINE LEARNING-BASED MEDICAL DEVICES: REGULATORY AND PATENTABILITY CHALLENGES

    Lee, May

    Penn State Journal of Law & International Affairs (2012 - Present) · 2022 · English · Law Review Commons

  13. Journal Article Full text

    Artificial Intelligence, Machine Learning, and Bias in Finance: Toward Responsible Innovation

    Johnson, Kristin; Pasquale, Frank; Chapman, Jennifer

    Fordham Law Review · 2019 · English · Law Review Commons

    According to some futurists, financial markets’ automation will substitute increasingly sophisticated, objective, analytical, model-based assessments of, for example, a borrower’s creditworthiness for direct human evaluations irrevocably tainted by bias and subject to the cognitive limits of the…

  14. Journal Article Full text

    Model-based machine learning

    Bishop, Christopher M.

    Philos Trans A Math Phys Eng Sci · 2013 · English · PubMed Central

    Several decades of research in the field of machine learning have resulted in a multitude of different algorithms for solving a broad range of problems. To tackle a new application, a researcher typically tries to map their problem onto one of these existing methods, often influenced by their…

  15. Journal Article Full text

    Game-powered machine learning

    Barrington, Luke; Turnbull, Douglas; Lanckriet, Gert

    Proc Natl Acad Sci U S A · 2012 · English · PubMed Central

    …number of relevant semantic keywords, or tags. We introduce game-powered machine learning, an integrated approach to annotating multimedia content that combines the effectiveness of human computation, through online games, with the scalability of machine learning. We investigate this framework for…

  16. Journal Article Full text

    Machine learning for neuroscience

    Hinton, Geoffrey E

    Neural Syst Circuits · 2011 · English · PubMed Central

  17. Journal Article Full text

    Machine Learning and Radiology

    Wang, Shijun; Summers, Ronald M.

    Med Image Anal · 2012 · English · PubMed Central

    [Image: see text] In this paper, we give a short introduction to machine learning and survey its applications in radiology. We focused on six categories of applications in radiology: medical image segmentation, registration, computer aided detection and diagnosis, brain function or activity…

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