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Lizzie Kumar
Not that kind of data scientist 🔎 PhD student providing you with free opinions about machine learning, justice, & internet humor 🏳️‍🌈 she/her
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Lizzie Kumar 9 h
Odgovor korisniku/ci @eeide
Noooooo
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Lizzie Kumar 10 h
Odgovor korisniku/ci @ziebrah
...or, obviously, an industry researcher, or government official, part of federally funded initiatives etc etc etc
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Lizzie Kumar 10 h
Odgovor korisniku/ci @ziebrah
Our research is not futile but it can only go so far by staying within the existing structures that currently confine the experience of being a student or professor
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Lizzie Kumar 10 h
After decompressing a bit from the conference formerly known as FAT* I feel the need to clarify that I’m here (in this field) with an agenda, and was really pleased that many others there are interested in navigating the boundaries of the ivory tower in this sort of way.
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Lizzie Kumar 2. velj
Yes; my father. I know nothing about his field and he had very little advice about CS grad school when I graduated college. But having a STEM prof tell me he thinks i have what it takes to be a mathematician has been a rare and clear advantage throughout my entire life.
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Marcos Gonsalez 31. sij
some insight for prospective/current PHD students [thread]: I have a lot undergrad debt, no choice. got into a funded PhD I was relieved. But what isn’t explained to a 1st gen scholar of color is to get CV lines, go to conferences, give talks, etc, requires ALOT of extra money.
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Hilary Parker 31. sij
Odgovor korisniku/ci @hspter
The way we talk about data science and focus so much on methods, we actually incentivize working with *bad* data, rather than spending the time to collect good data and then use easy methods with it
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Kevin Bankston 30. sij
Repect to all the researchers presenting at but the fair down the street is where the real intellectual fireworks were today. I wish there was a critical art intervention at every tech conference I went to!
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Lizzie Kumar 30. sij
Odgovor korisniku/ci @ziebrah
Especially if you need a ML gal on your neat social science project
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Lizzie Kumar 30. sij
Really happy to have met so many new friends, old friends, colleagues, mentors, role models AND (hopefully) LOTS of future collaborators at aka - everyone please keep in touch!!
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Lizzie Kumar 30. sij
Alright. Before I make a sappy post-conference post my biggest pet peeve at is that we are still categorizing papers by discipline at all. My favorite talks by FAR were collaborations.
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Lizzie Kumar 30. sij
Odgovor korisniku/ci @baxterkb @jmenter_93 i 4 ostali
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Lizzie Kumar 30. sij
Odgovor korisniku/ci @umangsbhatt
This is my one and only lead 😅 I’m no social scientist!!!
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Lizzie Kumar 30. sij
Odgovor korisniku/ci @umangsbhatt
There’s some interesting social science research on the idea / lots of models of how it “works”, often to do with social context & interaction, so .... yes? It’s at the very least a concept that doesn’t lend itself well to precise technical definitions!
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sorelle 30. sij
The recent work just mentioned on how explanations can be gamed is by et al:
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linnet taylor 30. sij
explainability is mainly used for internal debugging, its goals are not clearly defined, and it has serious technical limitations. 'we suggest everyone cast doubt on those who are claiming to work with explainability technologies' at
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Emanuel Moss 30. sij
Odgovor korisniku/ci @Elibietti
Also, there is some good adjacent ethnographic work on this:
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Lizzie Kumar 30. sij
This session is further rooting me in my beliefs that feature importance is a social construct lol
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Lizzie Kumar 30. sij
Odgovor korisniku/ci @ziebrah
Telling everyone who will listen at this conf about my recent realization of how multiple ontological/epistemic paradigms exist lol
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Lizzie Kumar 30. sij
some Epistemology is happening at
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