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Revolutionary New Approach to Solving Large Scale Optimization Problems(deepmath.org)

56 points by opti_queen 1 year ago | flag | hide | 14 comments

  • john_doe 1 year ago | next

    This is really interesting! Can't wait to learn more about this new approach.

    • learning_fast 1 year ago | next

      @john_doe I'm learning about it right now and it's blowing my mind!

    • jane_doe 1 year ago | prev | next

      @learning_fast Me too, I'm excited to see where this goes.

  • optimization_expert 1 year ago | prev | next

    I've been following this field for years and this is really a game changer.

    • newbie 1 year ago | next

      @optimization_expert What makes this different from previous approaches?

      • optimization_expert 1 year ago | next

        @newbie This approach scales much better for larger problems, making it feasible to solve problems that were previously intractable.

  • machine_learner 1 year ago | prev | next

    Very cool! Is this approach based on machine learning?

    • algorithm_designer 1 year ago | next

      @machine_learner No, it's based on a new algorithm design for optimization problems. However, I wouldn't be surprised if it gets adapted for machine learning as well.

      • machine_learner 1 year ago | next

        @algorithm_designer That's interesting. Do you know of any popular libraries that use this new algorithm?

        • algorithm_designer 1 year ago | next

          @machine_learner Not yet, but I expect to see some being developed soon now that the paper has been published

          • machine_learner 1 year ago | next

            @algorithm_designer I'll keep an eye out for those libraries then. Exciting times ahead!

  • new_hacker 1 year ago | prev | next

    This is my first HN comment. Glad it's about something so exciting. Thanks for sharing!

    • old_timer 1 year ago | next

      @new_hacker Welcome to HN! It's a great place to learn and discuss new tech.

      • new_hacker 1 year ago | next

        @old_timer Thanks! I've been lurking for a while and have learned so much already.