Ciarán Gilligan-Lee

277 posts

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Ciarán Gilligan-Lee

Ciarán Gilligan-Lee

@quantumciaran

Causal Inference & ML | Head of Causal Inference Research Lab @spotifyresearch & Honorary Associate Professor @ucl | Ex @CompSciOxford & @Perimeter

London, England 参加日 Mayıs 2017
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Ciarán Gilligan-Lee がリツイート
AI Ireland
AI Ireland@AIAwardsIrl·
Meet the 2024 #AIAwardsIrl Winners 🏆 2024 #AI Person of the Year @quantumciaran celebrates @Spotify's advancements in leveraging #data, emphasizing improved decision-making by uncovering #causal insights to drive impactful, trustworthy outcomes beyond mere correlations
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Ciarán Gilligan-Lee
Ciarán Gilligan-Lee@quantumciaran·
Next week I’ll be chatting to @AleksanderMolak for a live episode of the Causal Bandits podcast. Tune in if you’re interested in hearing about some of these topics👇
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Ciarán Gilligan-Lee
Ciarán Gilligan-Lee@quantumciaran·
Really looking forward to speaking at the #causal AI conference at The Royal Society later in September. I’ll be overviewing some of the latest research from the causal ML lab at @SpotifyResearch.
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Ciarán Gilligan-Lee
Ciarán Gilligan-Lee@quantumciaran·
I had a lovely time chatting about all things causal inference on the @AIAwardsIrl podcast. Check it out if you're interested in learning about the problems the Causal Machine Learning research lab @SpotifyResearch is currently tackling 👇
AI Ireland@AIAwardsIrl

In today's #AIIreland podcast, @SpotifyUK's Ciarán Gilligan-Lee discusses how the #Spotify team uses #causalinference for better recommendations, navigating causal factors in user #streaming behaviors & much more 🎧Listen now🔽🔽 tinyurl.com/5xacjrzf #artificialintelligence

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Ciarán Gilligan-Lee
Ciarán Gilligan-Lee@quantumciaran·
Excited to present recent work from the Causal ML lab @SpotifyResearch, about estimating long-term effects when only short-run experiments are available (work joint w/ @notoriousgvg @lucasmaystre), at the first @nabe_econ Tech Economics Seminar this week.
NABE@nabe_econ

The first #Tech #Economics Seminar in this summer's NABE members-only series is this Thursday, June 20 at 12 PM EDT - "Using Short-Term Metrics to Study Long-Term Outcomes" with @quantumciaran, @nathankallus & @Wayfair's Colin Gray as moderator. Sign up for the full series now!⤵️

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Ciarán Gilligan-Lee
Ciarán Gilligan-Lee@quantumciaran·
Looking forward to speaking at the #CONSEQUENCES2024 workshop @ACMRecSys later this year! I’ll be sharing some of the latest causality research from @SpotifyResearch.
CONSEQUENCES @ RecSys 2025@CONSEQUENCES_ws

Exciting update: we can share our first Invited Speaker... 🥁 It's Ciarán Gilligan-Lee: Head of the Causal Inference Research Lab at @Spotify! We're already looking forward to his talk at #RecSys2024. Join us! @quantumciaran sites.google.com/view/consequen…

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Ciarán Gilligan-Lee
Ciarán Gilligan-Lee@quantumciaran·
@EhsaanA99918076 @SpotifyResearch I’ll have to double check with HR, but I think the role is specifically based out of the London office. Which means you’ll have to be in the office for at least a day or two per week.
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Alicia Curth
Alicia Curth@AliciaCurth·
P.S.: Exciting for me as an ex-econometrician, this project also meant I finally got to learn what‘s behind all that ✨ synthetic control magic ✨🕵🏼‍♀️ My lukewarm (?) take: no magic, just some linearity assumptions* doing v heavy lifting in the background 🫢
Alicia Curth tweet media
Alicia Curth@AliciaCurth

Economists seem to LOVE synthetic control methods, so during my MSR internship with @javiergonzh we wanted to understand whether we could use them for survival analyses (v prevalent in medicine) too? Delighted that our answer (“It’s complicated!”) was accepted @Conf_CLeaR… 1/n

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Ciarán Gilligan-Lee
Ciarán Gilligan-Lee@quantumciaran·
@AliciaCurth That would be very cool to find out. Would be interesting to see if a toy example exists where it works.
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Alicia Curth
Alicia Curth@AliciaCurth·
@quantumciaran Thank you! I mainly looked at linear aggregation in my paper on survival SCs, I wonder if this means that there’d always be non-linear functions of the control outcomes for which SC would work in the survival setting! (Main diff is that I have only one time-step tho) Interesting!
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ディスカバー

@SpotifyResearch @vedantadoestech @Spotify @AIAwardsIrl @notoriousgvg @lucasmaystre @nabe_econ @ACMRecSys