Doing a Machine Learning PhD While Working in Japan

(tokyodev.com)

33 points | by pwim 16 hours ago

4 comments

  • tkgally 11 minutes ago
    Excellent article. I have worked for twenty years at another university in Tokyo and taught and supervised many non-Japanese graduate students, but I still learned things from the author's perspective.

    One small pushback: The author writes, "the Japanese PhD system pushes you to graduate in three years." This applies in some programs and some fields, but is by no means universal. In the graduate program where I used to teach (I am now emeritus and no longer supervising students), the steps leading up to the Ph.D. and the expectations for the thesis made it practically impossible for students to finish in three years, especially if they continued to work part-time. This created particular challenges for foreign students on MEXT scholarships who had to work out other ways to support themselves and renew their visas while they continued to write their theses.

    • mcyc 2 minutes ago
      Thanks, that's good to know, and I should have been a bit more precise.

      What field were you supervising?

      3 years in CS is, imo, a little tight but not bad. But I always wondered how people in other fields (stem and otherwise) did it. CS simply doesn't have to deal with the extraneous factors that come with, e.g., biology or climatology.

  • mcyc 10 minutes ago
    I am the author of this. Happy to discuss!

    One thing to note is that, after I submitted the final draft of this article, the Japanese government ended the MEXT university track or is at least planning to. There was a memo, but the status is not clear.

    Anyway, I had a great time doing my PhD this way, and generally I recommend that people work before a PhD and try to work during it (if you are in CS). It gives you a lot of freedom and, at least for me, it is very helpful to have more than one pipeline of work at a time so that when one slows down (as it inevitably does in research), you can draw on the other.

  • rrr_oh_man 1 hour ago
    This sounds SO.MUCH. like the type of hedging academic writing I despise

      Doing a PhD is difficult and isolating, which is exacerbated by being an international student in an unfamiliar country. And so, while I overall very much enjoyed my time there and have freely recommended it to many people, the decision to pursue a PhD in Japan should always be considered carefully.
    
    (Watch https://news.ycombinator.com/item?id=49879250 why it's bad)
    • LtWorf 1 hour ago
      If you can't detail why it's bad in any shorter form than a 90 minutes video, perhaps it's not that bad.
  • sashank_1509 2 hours ago
    I would worry more about AI automating your PhD than whether you did it in Japan or EU
    • suddenlybananas 2 hours ago
      What's the point of this comment? Did you even read the article?
      • rrr_oh_man 1 hour ago
        psychosis
        • msdz 1 hour ago
          No, you don’t get it. The until now completely un-recursive not-self-improving training runs will automate themselves away any day now, and ML PhD’s will become worthless!!