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研究人员应该有的品质

2013-09-17 36页 pdf 15MB 13阅读

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研究人员应该有的品质 Bill Freeman Associate Department Head Electrical Engineering and Computer Science Massachusetts Institute of Technology March 1, 2013 Monday, March 4, 13 Time Polaroid 1981-1987 China 1987-1988 PhD 1988-1992 MERL 1992-2001 MIT 2001-present Pictorial di...
研究人员应该有的品质
Bill Freeman Associate Department Head Electrical Engineering and Computer Science Massachusetts Institute of Technology March 1, 2013 Monday, March 4, 13 Time Polaroid 1981-1987 China 1987-1988 PhD 1988-1992 MERL 1992-2001 MIT 2001-present Pictorial display of my own background. Monday, March 4, 13 Elements of a successful graduate career Could each of you please send me what you think is the most important quality for success in graduate school? I crowd-sourced the rest of this talk. I sent this e-mail to the MIT Computer Science faculty and other CSAIL researchers: Following are the answers I got back. Monday, March 4, 13 Desired qualities Monday, March 4, 13 The most important qualities: curiosity and creativity Tommi Jaakkola Monday, March 4, 13 Here are my desired qualities: Determination, curiosity and flexibility, willingness to work hard, try not to be ruled by fear... Shafi Goldwasser Monday, March 4, 13 You want to be a marathon runner, not a sprinter. (Not necessarily just the good, quick answers, as in a class. Want to be able to come up with the more thoughtful answers, too). Brian Williams Monday, March 4, 13 Purposefulness. You are in grad school for a purpose (whatever your purpose is) and it is up to you see that purpose accomplished.  Now, when nobody's telling you what to do, you have to tell yourself. David Karger Monday, March 4, 13 Total fascination with an area of science coupled with drive and imagination! Dave Gifford My first thoughts are: persistence, courage, flexibility My choice for most important: persistence. Jack Dennis Enthusiasm, curiosity, lots of energy, and scholarship. Being smart also helps, but admissions has already taken care of that. Pete Szolovits Monday, March 4, 13 Advice Monday, March 4, 13 Enjoy the freedom you have in graduate school to be creative Frans Kaashoek Monday, March 4, 13 Figure out what you love, and do it (since you are going to be doing it for a while). If you cannot figure out that there is something that you actually want to do, you will drift, lose your way and fail. Dave Clark Monday, March 4, 13 The most important criterion is to "explore (and embrace) things you don't understand, as opposed to avoiding things you don't understand." Srini Devadas Monday, March 4, 13 Take what you are good at and grow it. Aude Oliva “They didn’t know it was impossible, so they did it.” Too many students think it isn’t possible to do something, so what stops them is themselves. Once they unlock what was stopping them, nothing is impossible. Monday, March 4, 13 I think the most important thing in research is a story -- not a theorem or an algorithm -- but the story that makes the theorem or algorithm interesting and exciting.   It’s important to have an "ear" for a good story... when do the stories make sense, when are they bogus? Tomas Lozano-Perez Monday, March 4, 13 The advisor Monday, March 4, 13 The best students are possessed by a problem. They're independent. They teach their advisors. They don't do what they're told...they do something more interesting. (But maybe that's a scary thing to tell new students....but it's true). Leslie Kaelbling Monday, March 4, 13 Be more stubborn than your advisor Polina Golland Monday, March 4, 13 Don't tell your advisor you're doing what they advised against until you’ve solved the problem. Manolis Kellis Monday, March 4, 13 Charles Leiserson Bill, I'll tell you a joke instead. A rabbit is caught by a wolf.  The wolf is about to eat the rabbit, but the rabbit protests, "I'm only a few weeks away from defending my Ph.D. dissertation.  I have worked so hard, and everyone tells me I have so much promise.  It would be a shame to kill me when I have such a bright future of research contributions ahead of me that will benefit the world."  The wolf says, "You're writing a Ph.D. dissertation?  What is it on?"  The rabbit replies, "It's entitled, The Superiority of Rabbits over Foxes and Wolves."  The wolf says, "That's about the stupidest thing you could have said.  I'll eat you right now."  The rabbit says, "Wait, wait!  Come to my den and read my thesis draft.  If you don't agree with my conclusions, I will willingly give myself up to you."  So, the wolf goes off with the rabbit to the rabbit's den ... and the wolf never comes out. A few weeks later, the rabbit is caught by a fox.  The fox is about to eat the rabbit, but the rabbit protests, "I'm only a few days away from defending my Ph.D. dissertation.  I have worked so hard, and everyone tells me I have so much promise.  It would be a shame to kill me when I have such a bright future of research contributions ahead of me that will benefit the world."  The fox says, "You're writing a Ph.D. dissertation?  What is it on?"  The rabbit replies, "It's entitled, The Superiority of Rabbits over Foxes and Wolves."  The fox says, "That's about the stupidest thing you could have said.  I'll eat you right now."  The rabbit says, "Wait, wait!  Come to my den and read my thesis draft.  If you don't agree with my conclusions, I will willingly give myself up to you."  So, the fox goes off with the rabbit to the rabbit's den ... and the fox never comes out. Monday, March 4, 13 Charles Leiserson A few weeks later, the rabbit is out and meets up with his old friend the muskrat.  The muskrat says, "I hear you finally earned your Ph.D.  Congratulations!"  The rabbit says, "Yes, I just defended my Ph.D. thesis a few days ago."  The muskrat asks, "What was your thesis topic?"  The rabbit answers, The Superiority of Rabbits over Foxes and Wolves."  The muskrat says, "That's quite interesting.  Can I read it?"  The rabbit says, "Sure.  Come to my den."  They enter the den, and the muskrat sees the bones of foxes and wolves all over the floor.  In the corner is a large lion.  Which brings us to the moral of the story:  More important than your thesis topic is who your advisor is. Monday, March 4, 13 Maybe instead of "quality for success" (which sounds like it's just about the student), might be better to call them "ingredients" of success? So here's an ingredient: a supportive advisor. Image attached [next slide]. Rob Miller Monday, March 4, 13 title Monday, March 4, 13 Rules of thumb Monday, March 4, 13 Una-May O’Reilly Bill, I can offer a couple of rules: #1: Listen to everything your advisor tells you #2: Don’t listen to anything your advisor tells you. there may be a time-dependent alpha in front of rule 1 and (1-alpha) in front of rule 2. As t -> infinity, alpha -> 0... #3: (Truly) the most important: believe in yourself and never stop persevering. Monday, March 4, 13 * Communicating with your advisor when things are not going well. * Good grad students need to be Renaissance men/ women: program, experiment, come up with ideas, write, speak well. * Sometimes you have to cut your losses and work on something else. But otherwise, finish what you start. Persistence, but good judgment. Ruth Rosenholtz Monday, March 4, 13 --Be open: take lots of courses, talk to lots of people, attend seminars. --Be focused: pick a small project first and get it done. --Refine your message: at frequent intervals, rework your elevator pitch (and try it out on people who are _not_ in your research area) Daniel Jackson Monday, March 4, 13 Seth Teller Eat, sleep, and breathe a problem until you crack it. Put everything you have into your problem. Become the world’s foremost expert on your thesis topic. Surpass your advisor. Monday, March 4, 13 Josh Tenenbaum (1) Don’t waste time doing research you don’t love. (2) Don't waste time doing research that other people can do better than you can. (3) Don't waste time doing research that other people in your field won't care about. (It's okay, and probably a good sign, if some people won't appreciate it, as long as enough people will.) It's relatively common to find projects that satisfy two out of three of these criteria.  But don't settle for your PhD: aim for all three! Monday, March 4, 13 Short Monday, March 4, 13 Writing and communication. Taste Fredo Durand Monday, March 4, 13 Being fearless Regina Barzilay Monday, March 4, 13 Passion! A passionate interest in the thesis topic. Stephanie Seneff Monday, March 4, 13 The passion to pursue an idea despite uncertainties. Daniela Rus Monday, March 4, 13 Guts! Silvio Micali Monday, March 4, 13 Welcome. Welcome to MIT, welcome to Cambridge. and, at a higher level, welcome to research; welcome to a community of people who are passionate about what they do! MIT graduation, 1992 waiting for bus, first day of school, 1996 leaving for semester abroad in India, 2011 “human clock” showing how my time in graduate school relates to yours. (My daughter at my PhD graduation, embarking for school, and embarking for semester abroad last year). Monday, March 4, 13
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