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Robin Burke

@robin-burke

Professor, Information Science, CU Boulder. Recommender systems, FAccT

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15.11.2024
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Latest posts by Robin Burke @robin-burke

I was a card-carrying member.

01.03.2026 15:27 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Still recruiting for a research study with monetized content creators! Info: bit.ly/TRSL-interviews
Still recruiting for a research study with monetized content creators! Info: bit.ly/TRSL-interviews YouTube video by Casey Fiesler

We are still looking to recruit folks for our study of interfaces for creators in TikTok, YouTube, and Instagram. What do you wish you knew? Here's a better description from my colleague @cfiesler.bsky.social: youtube.com/shorts/UMmQB... More info and sign up at bit.ly/TRSL-interviews.

17.02.2026 19:08 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Learned this week that my dissertation advisor shows up in the Epstein files. 😬 Long after I graduated but still 😬. dailynorthwestern.com/2026/02/10/t...

16.02.2026 21:44 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

In my experience, it was fast. We were looking for our third round of funding β€” overnight everything dried up. It didn’t matter that we had a successful product and customers. No one would take our calls. Within two weeks, we’d burned though our last dollar and that was it.

16.01.2026 05:09 πŸ‘ 14 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

No longer living anywhere near the Hopleaf so I am more than a little envious. 🍺

29.12.2025 18:53 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Here’s a block list:

bsky.app/profile/did:...

17.10.2025 23:18 πŸ‘ 990 πŸ” 612 πŸ’¬ 57 πŸ“Œ 115
Assistant Professor in Environmental Justice and Information/Technology

We're hiring a TT faculty position in Environmental Justice & Information/Technology. I love our interdisciplinary & collegial department - come join us or pass it onto someone who might!

jobs.colorado.edu/jobs/JobDeta...

25.09.2025 21:54 πŸ‘ 6 πŸ” 2 πŸ’¬ 0 πŸ“Œ 1

* BEYOND Workshop: What News Recommendation Research Did (But Mostly Didn't) Teach Us About Building A News Recommender. (coming soon on arXiv, Karl Higley presenting)

Looking forward to seeing colleagues and friends in Prague! #RecSys

12.09.2025 20:10 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
Envy-Free but Still Unfair: Envy-Freeness Up To One Item (EF-1) in Personalized Recommendation Envy-freeness and the relaxation to Envy-freeness up to one item (EF-1) have been used as fairness concepts in the economics, game theory, and social choice literatures since the 1960s, and have recen...

* FAccTRec Workshop:
* Envy-Free but Still Unfair: Envy-Freeness in Personalized Recommendation. arxiv.org/abs/2509.09037 (Me presenting)
* Fairness for niche users and providers: algorithmic choice and profile portability. (coming soon on arXiv, me presenting)

12.09.2025 20:10 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Envy-Free but Still Unfair: Envy-Freeness Up To One Item (EF-1) in Personalized Recommendation Envy-freeness and the relaxation to Envy-freeness up to one item (EF-1) have been used as fairness concepts in the economics, game theory, and social choice literatures since the 1960s, and have recen...

* Women in RecSys Journal Article of the Year πŸ†πŸ†πŸ†: Dynamic fairness-aware recommendation through multi-agent social choice. dl.acm.org/doi/full/10.... (Amanda Aird presenting, Session 10: Thursday)

(Amanda is also presenting at the Doctoral Symposium. Find her poster on Monday afternoon!)

12.09.2025 20:10 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Integrating Individual and Group Fairness for Recommender Systems through Social Choice | Proceedings of the Nineteenth ACM Conference on Recommender Systems

That Recommender Systems Lab is excited for #RecSys2025. We have 5 papers this year:
* Full paper: Integrating Individual and Group Fairness for Recommender Systems through Social Choice. dl.acm.org/doi/full/10.... (Amanda Aird presenting, Session 6: Wednesday)

12.09.2025 20:10 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Congratulations to my student Amanda Aird for her Best Full Paper award at UMAP 2025! πŸ† Here she is with one of her co-authors Luis Pizzato. The paper was based on work she did last summer as an intern at Commonwealth Bank of Australia.
dl.acm.org/doi/pdf/10.1... #umap2025

19.06.2025 12:42 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

No

29.05.2025 00:46 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

CU Boulder has the same policy, but they are also saying that they expect the indirect rate cut to be overturned and will go back to allowing grant submissions after that. They don't want to submit a grant with 15% overhead and then end up stuck with that if/when the policy is overturned.

07.05.2025 15:50 πŸ‘ 4 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Rapid Response Bridge Funding Program In the face of recent abrupt shifts in federal funding for education research, including large-scale terminations of National Science Foundation (NSF) research grant awards, we have developed a rap...

πŸ§ͺ ICYMI: $25,000 bridge funding for terminated NSF grants.

Major props for to the Spencer, Sloan, W. T. Grant, and Kapor Foundations for their swift action, even though we (and they) know this is a band-aid fix.

Due May 30. Applications are brief: a 2-3 page memo of 6-month plans & other docs.

06.05.2025 19:42 πŸ‘ 76 πŸ” 53 πŸ’¬ 3 πŸ“Œ 3
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Exclusive: NSF stops awarding new grants and funding existing ones US science funder also plans to screen grant applications for compliance with β€˜agency priorities’.

"Staff members at the US National Science Foundation (NSF) were told on 30 April to β€œstop awarding all funding actions until further notice,” according to an email seen by Nature."

02.05.2025 12:30 πŸ‘ 23 πŸ” 15 πŸ’¬ 2 πŸ“Œ 1
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Recsperts - Recommender Systems Experts | #28: Multistakeholder Recommender Systems with Robin Burke In episode 28 of Recsperts, I sit down with Robin Burke, professor of information science at the University of Colorado Boulder and a leading expert with over 30 years of experience in recommender ...

Let me ramble for 90 minutes about recommender systems and this is what you get: recsperts.com/29

16.04.2025 02:56 πŸ‘ 8 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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In the Music Business, 80 Is the New 20 It's never been better for dead and dying musicians

In the music business, 80 is the new 20. www.honest-broker.com/p/in-the-mus...

20.01.2025 20:44 πŸ‘ 55 πŸ” 8 πŸ’¬ 5 πŸ“Œ 2

Perhaps an opportune time to be talking about this topic? πŸ€”CFP: Workshop on Trust & Responsibility in Recommendation Systems. At WSDM '25 (3/10-3/14). Submission deadline: 2/15. More info here: sites.google.com/view/t-rrs
#recsys #cfp

09.01.2025 21:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
In the lean-back listening environment that streaming had helped champion, listeners often weren’t even aware of what song or artist they were hearing. As a result, the thinking seemed to be: Why pay full-price royalties if users were only half listening?

In the lean-back listening environment that streaming had helped champion, listeners often weren’t even aware of what song or artist they were hearing. As a result, the thinking seemed to be: Why pay full-price royalties if users were only half listening?

streaming companies are incentivized to create indifferent consumers harpers.org/archive/2025...

20.12.2024 14:58 πŸ‘ 97 πŸ” 33 πŸ’¬ 1 πŸ“Œ 5

Is it just me or has White Christmas turned into a climate change lament?

20.12.2024 05:06 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Two years into the AI boom, it's imperative we understand the true power of "AGI"β€”as a narrative tool useful for winning investment, talent and headlines.

My report for AI Now details how OpenAI used the story of a rising AI that will replace humans to replace the need for an actual business model.

05.12.2024 17:19 πŸ‘ 430 πŸ” 161 πŸ’¬ 18 πŸ“Œ 14

I must be still such a CS person 'cause when I read "When Theory Leads", my first thought was "Great, another argument for mathematical proofs of program correctness". πŸ˜†

06.12.2024 17:22 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

you are not a serious person if your fear of A.I. is β€œwhat if scary computer decide 2 extinct humans” and not the health insurance companies using it to sentence people to death

06.12.2024 05:10 πŸ‘ 1254 πŸ” 206 πŸ’¬ 34 πŸ“Œ 5
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New study predicts that AI will steal almost a quarter of musicians’ income within the next 4 years (Source: CISAC).

The gaslighting is over. Artists now fully grasp the AI business modelβ€”which is to destroy their livelihood and replace human music with bot slop.

05.12.2024 04:45 πŸ‘ 130 πŸ” 59 πŸ’¬ 7 πŸ“Œ 2
Gravestone with tools, symbolizing DIY death care

Gravestone with tools, symbolizing DIY death care

Excited to announce our new project and grant: β€œDIY Commemoration of the Dead”, a Discovery Project funded by the Australian Research Council (ARC) πŸŽ‰βš°οΈ

Led by experts from #unimelbourne, @ox.ac.uk, and @cuboulder.info. Details in the thread.

#deathcare #deathpositive #deathsky #griefsky #research

05.12.2024 00:01 πŸ‘ 17 πŸ” 4 πŸ’¬ 2 πŸ“Œ 1
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a city skyline with the empire state building in the middle ALT: a city skyline with the empire state building in the middle

We've got a pocket full of dreams.

We are proud to announce the Final Call for Full and Short Papers for #UMAP2025, June 2025 in NYC. Please spread the word, as it promises to be a unique edition of our beloved conference.

Check out the details here: www.um.org/umap2025/cal...

03.12.2024 18:05 πŸ‘ 14 πŸ” 7 πŸ’¬ 1 πŸ“Œ 0

Campus requirement is 6 but we try to get more β€” 8 to 10 is not unusual. It is kind of bonkers.

30.11.2024 23:17 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Evaluation Perspectives of Recommender Systems: Driving Research and Education (Dagstuhl Seminar 24211)

And we have a #Dagstuhl Report!
Evaluation Perspectives of #RecSys. Edited by @christinebauer.bsky.social, @evazangerle.bsky.social, and myself. Written by a whole host of fantastic #recsys people. Too many to mention (pic here www.dagstuhl.de/en/seminars/...)
drops.dagstuhl.de/entities/doc...

26.11.2024 20:57 πŸ‘ 10 πŸ” 7 πŸ’¬ 0 πŸ“Œ 2

My department has a Bluesky account AND a starter pack!

20.11.2024 19:39 πŸ‘ 23 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0