CONSEQUENCES @ RecSys 2025
@CONSEQUENCES_ws
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Fourth workshop on Causality, Counterfactuals, Sequential Decision-Making and Reinforcement Learning at #RecSys2025.
Prague, Czech Republic
Joined April 2022
CONSEQUENCES will be back as a workshop at #RecSys2025! We’re excited to continue offering a forum for research on causality, counterfactuals, and sequential decision-making at @ACMRecSys. See you in the beautiful city of Prague! https://t.co/g1Tjb2khpM
sites.google.com
Call for Contributions An increasing amount of research understands recommender systems as a decision-making problem, instead of a pure prediction problem. Indeed, this view of the recommendation...
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📣 The CONSEQUENCES ’25 programme has been finalised! 🎤 6 spotlights from Adobe, Booking, Cornell, Criteo, KInIT, Radboud & UvA 📝 13 posters 💡 Keynote on Causal Identification - EPFL 🎰 Tutorial on Practical Bandits - RSC & Industry More details here: https://t.co/6FJuP6MpkU
sites.google.com
September 22nd 2025 - Room D3 11:30 – 11:35 Welcome by the organisers 11:35 – 12:30 Tutorial: Practical Bandits: An Industry Perspective Bram van den Akker, Olivier Jeunen, Ben London and Emma Kong....
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Workshop contribution notifications have been sent out. 📣 Congratulations to 19 submissions that have been accepted! 🥳 It looks like we will have an exceptionally high quality program this year.
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#RECSYS2024 @ACMRecSys has concluded. 🥹 We had a great #CONSEQUENCES2024 workshop on Monday, our thanks go to all presenters for their contributions and to everyone attending! 😄 (Maybe see you all again in Prague in 2025.)
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This year's program will have two keynotes and a tutorial, in addition to eight oral presentations of workshop contributions and a poster session. Full abstracts and programme can be found on our website: https://t.co/vA2YiMgeUz
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Did you notice that Michael I. Jordan was our keynote speaker LAST year and is now THIS year's @ACMRecSys keynote speaker?! 🧐 We did not do any causal inference 🤓 but potentially you can see NEXT year's RecSys keynote at THIS year's CONSEQUENCES! 😄😂
We are proud to have Michael I. Jordan (UC Berkeley) and Mounia Lalmas (Spotify) delivering Keynote talks in the beautiful Petruzzelli Theatre venue at #RecSys2024! We look forward to welcoming them in Bari! 🌞
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The CONSEQUENCES 2024 notifications are out!😮 This year, sixteen works have been accepted, a new record for us! 😁 See the full list here: https://t.co/2npcnTZGhL Congratulations to all authors of accepted works! 🥳🎉 See you in lovely Bari! 🇮🇹🍝🍷🌞
sites.google.com
All accepted contributions in alphabetical order: A Simple Model to Estimate Sharing Effects in Social Networks Olivier Jeunen [arXiv] A Simpler Alternative to Variational Regularized Counterfactual...
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🚨🚨🚨Tutorial Recording Alert!🚨🚨🚨 We just released the recording of our tutorial titled: Unbiased Learning to Rank: On Recent Advances in the Foundations and Applications https://t.co/dB7ENdbeKt Originally presented at the #SIGIR2023, #FIRE2023 and #WSDM2024 conferences.
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Did you miss Harrie's tutorial at CONSEQUENCES 2023? 😭 Don't worry! 😉 You can now find a free recording of it on YouTube! 🥳
I've uploaded a new lecture about the road to doubly robust estimation for counterfactual learning to rank. It provides a nice overview of general counterfactual estimation and my recent work on making advanced methods applicable to position bias: https://t.co/ptKOFXU7Tl Enjoy!😄
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A little more than 24 hours to go! ⏲️⌛️ We are looking forward to your submissions. 😄
Some CONSEQUENCES'24 updates! 📣📢📯 The submission deadline is three weeks away (August 30th), see the CFP: https://t.co/xXbW5wBJOr We accept 2-page abstracts of published or original work. Looking forward to your submissions! and for our amazing keynote speakers see 👇🧵
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Four days left to submit your contributions! ⏰⌛️📢 If you plan on submitting, it's always a good idea to create a submission on EasyChair a couple of days before the deadline, and update it before the deadline.
Some CONSEQUENCES'24 updates! 📣📢📯 The submission deadline is three weeks away (August 30th), see the CFP: https://t.co/xXbW5wBJOr We accept 2-page abstracts of published or original work. Looking forward to your submissions! and for our amazing keynote speakers see 👇🧵
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Our submission deadline for 2-page extended abstracts is one week away! ⏰
Some CONSEQUENCES'24 updates! 📣📢📯 The submission deadline is three weeks away (August 30th), see the CFP: https://t.co/xXbW5wBJOr We accept 2-page abstracts of published or original work. Looking forward to your submissions! and for our amazing keynote speakers see 👇🧵
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Some CONSEQUENCES'24 updates! 📣📢📯 The submission deadline is three weeks away (August 30th), see the CFP: https://t.co/xXbW5wBJOr We accept 2-page abstracts of published or original work. Looking forward to your submissions! and for our amazing keynote speakers see 👇🧵
sites.google.com
Call for Contributions Whilst early works framed the recommendation task as a prediction problem, there is a growing consensus that it is in fact a decision-making problem. Indeed: these systems take...
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The CONSEQUENCES workshop on Causality, Counterfactuals & Sequential Decision-Making in RecSys is only 7 weeks away! That also means our submission deadline is roughly one week away: make sure to submit in time for a chance to present your work in beautiful Bari at #RecSys2024.
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This year's @ACMRecSys CONSEQUENCES in-workshop will be given by our very own Yuta Saito! 😄 @usait0en Counterfactual Learning and Evaluation for Recommender Systems: from Foundations to Emerging Challenges in the Era of LLMs More info: https://t.co/Z04gZOWl1m
#RecSys2024
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In keeping with tradition, we are very proud to host two top-tier keynote speakers from industry & academia: Ciarán Gilligan-Lee: Head of the Causal Inference Research Lab at @Spotify @quantumciaran and Thorsten Joachims: Professor at Cornell University and an Amazon Scholar
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Some CONSEQUENCES'24 updates! 📣📢📯 The submission deadline is three weeks away (August 30th), see the CFP: https://t.co/xXbW5wBJOr We accept 2-page abstracts of published or original work. Looking forward to your submissions! and for our amazing keynote speakers see 👇🧵
sites.google.com
Call for Contributions Whilst early works framed the recommendation task as a prediction problem, there is a growing consensus that it is in fact a decision-making problem. Indeed: these systems take...
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Looking forward to speaking at the #CONSEQUENCES2024 workshop @ACMRecSys later this year! I’ll be sharing some of the latest causality research from @SpotifyResearch.
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
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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
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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
Counterfactual reasoning and what it’s good for. Ciarán Gilligan-Lee
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