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Jesse Davis

@jessejdavis.bsky.social

Professor @ KU Leuven researching AI, machine learning, and sports. Co founder of runeasi

924 Followers  |  144 Following  |  27 Posts  |  Joined: 16.11.2024  |  2.0752

Latest posts by jessejdavis.bsky.social on Bluesky

Post image 30.07.2025 14:18 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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San Diego FC are setting risky new records in an eye-catching MLS debut No team in the world relies on buildup quite like the newly-formed group of โ€˜30 strangersโ€™ with teenagers in key positions

If you loved Sarri's Napoli or De Zerbi's Brighton, you should be watching Mikey Varas's San Diego.

I wrote for the Guardian about the risky press-baiting style that makes MLS's newest team its most tactically interesting, statistically extreme and just plain fun.

30.07.2025 12:26 โ€” ๐Ÿ‘ 106    ๐Ÿ” 25    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 2
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EurIPS is coming! ๐Ÿ“ฃ Mark your calendar for Dec. 2-7, 2025 in Copenhagen ๐Ÿ“…

EurIPS is a community-organized conference where you can present accepted NeurIPS 2025 papers, endorsed by @neuripsconf.bsky.social and @nordicair.bsky.social and is co-developed by @ellis.eu

eurips.cc

16.07.2025 22:00 โ€” ๐Ÿ‘ 126    ๐Ÿ” 64    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 17
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The most aggressive set-piece team in the world plays in Minnesota Under the guidance of a former Manchester United assistant, Minnesota United are finding MLS success with a surprising tactic

Minnesota United became the most aggressive set-piece team on the planet with old-fashioned tactics backed by new analytics โ€” and now they canโ€™t stop scoring from it.

My first for The Guardian:

09.07.2025 12:08 โ€” ๐Ÿ‘ 247    ๐Ÿ” 55    ๐Ÿ’ฌ 7    ๐Ÿ“Œ 17
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In the stands with my son, the Club World Cup was as human as it could possibly be Unexpectedly cheap tickets gave my boy an overwhelming soccer experience, and me a jolt of faith in a flawed tournament

I took my 8-year-old son to his first professional soccer game... at the Club World Cup. It was too much of everything.

But we found a moment of humanity in amid the artifice and the avarice.

Column @theguardian.com

www.theguardian.com/football/202...

10.07.2025 12:35 โ€” ๐Ÿ‘ 55    ๐Ÿ” 10    ๐Ÿ’ฌ 8    ๐Ÿ“Œ 5
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The US needed more than a trophy from the Gold Cup, and it may just get it Missing stars and short on sparkle, the USMNT have still found something vital at this Gold Cup: a renewed sense of belief, identity and collective fight

Column on last night's spirited #USMNT penalty-shootout win over Costa Rica in the Gold Cup quarterfinals, and what this tournament really represents to the Americans.

@theguardian.com

www.theguardian.com/football/202...

30.06.2025 12:35 โ€” ๐Ÿ‘ 38    ๐Ÿ” 7    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 2
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Predicting the 2025 Women's European Championship The UEFA Womenโ€™s Euro 2025 will be held in Switzerland in July. Will Spain capture the title after winning the World Cup in 2023? Or willโ€ฆ

Our Women's Euro 2025 predictions are out! ๐Ÿ”ฎ

Spain ๐Ÿ‡ช๐Ÿ‡ธ is our model's favorite to win the title, with Germany ๐Ÿ‡ฉ๐Ÿ‡ช close behind. Meanwhile, Belgium ๐Ÿ‡ง๐Ÿ‡ช will most likely be eliminated in the group stage.

w\ @jessejdavis.bsky.social

dtai.cs.kuleuven.be/sports/blog/...

24.06.2025 09:09 โ€” ๐Ÿ‘ 8    ๐Ÿ” 4    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

I think we should be building systems that complement people; systems that do well the things that people do poorly; systems that make individuals and organizations more effective and more humane. 3/

15.06.2025 00:18 โ€” ๐Ÿ‘ 33    ๐Ÿ” 9    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1

If you missed it yesterday, I spoke to fans, economists and players unions and wrote long about the overlapping ways in which the Club World Cup represents a collision of all the untenable forces in modern soccer.

12.06.2025 13:09 โ€” ๐Ÿ‘ 21    ๐Ÿ” 7    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0
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My Marathon Journey with Runeasi by Pieter Robberechts Discover my marathon journey with Runeasi by Pieter Robberechts, including my race day experience and new personal best of 2:31:59.

I strongly believe biomechanical analysis will be the next big leap in sports analyticsโ€”and not just for the pros. I got a glimpse by testing the @runeasi.bsky.social sensor (a @dtai-kuleuven.bsky.social spin-off) and wrote about how it helped during my marathon training โ†’ runeasi.ai/my-marathon-...

11.06.2025 11:27 โ€” ๐Ÿ‘ 6    ๐Ÿ” 3    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 0
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๐ŸŒ€ ๐Ž๐ฉ๐ž๐ง-๐’๐จ๐ฎ๐ซ๐œ๐ž ๐…๐จ๐จ๐ญ๐›๐š๐ฅ๐ฅ ๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ @ ๐๐ฒ๐ƒ๐š๐ญ๐š ๐‹๐จ๐ง๐๐จ๐ง ๐Ÿ๐ŸŽ๐Ÿ๐Ÿ“

On Saturday I presented a Graph Neural Network Expected Possession Value model at @pydatalondon.bsky.social 2025.

This ๐†๐ซ๐š๐ฉ๐ก๐„๐๐• model is an ML approach that predicts scoring probability for any moment in the game

๐Ÿ”— tinyurl.com/pydata-ldn25

10.06.2025 12:46 โ€” ๐Ÿ‘ 17    ๐Ÿ” 5    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0
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This is one meal that makes both kids very happy

10.06.2025 15:26 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

To give an example that funding research can have positive benefits beyond what was intended: we were able to apply some ideas from our sports research to play a small role in a study on Parkinsonโ€™s disease

www.biorxiv.org/content/bior...

06.06.2025 12:36 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Iโ€™m honored by @leanderalphabet.bsky.social excellent write up of our soccer research!

Lots of credit to my wonderful collaborators @janvanhaaren.be @wannesm.bsky.social @probberechts.bsky.social Maaike Lotte Tom @lorenzocascioli.bsky.social @hugoriosneto.bsky.social Max Arne Tim & so many others

04.06.2025 12:28 โ€” ๐Ÿ‘ 22    ๐Ÿ” 7    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 0
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How futi sees football in goal probabilities Meet the most important model behind our ratings

Over the next few weeks we'll be publishing articles to help you get to know how futi's stats work.

First up: meet our possession value model that turns every touch of the ball into goal probabilities.

03.06.2025 17:44 โ€” ๐Ÿ‘ 76    ๐Ÿ” 12    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 6
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Spain - Belgium #FlameTime with a very happy daughter

30.05.2025 19:26 โ€” ๐Ÿ‘ 5    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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It's the hope that kills you

28.05.2025 16:52 โ€” ๐Ÿ‘ 49    ๐Ÿ” 10    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 5

Yes (yesterday actually)!

24.05.2025 08:15 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Iโ€™ve tried that and gotten a response ! Thanks. Letโ€™s see what happens

09.05.2025 17:22 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Weโ€™ve submitted a paper to arxiv thatโ€™s been on hold for 3 months. This seems abnormally long. Has anyone else had this issue? Any suggestions?

09.05.2025 10:38 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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An experimental analysis of possession state value models: part 3 Conceptually, possession value approaches such as VAEP, PV, OBV, and g+ are all identical: they estimate the chances of scoring (andโ€ฆ

๐ŸšจThe third and final blog post in our series on possession value models design decisions๐Ÿ”: Can the features chosen to represent the game state inadvertently bias player ratings? w/
@probberechts.bsky.social @jessejdavis.bsky.social Lode Van Tente

dtai.cs.kuleuven.be/sports/blog/...

24.04.2025 09:26 โ€” ๐Ÿ‘ 15    ๐Ÿ” 6    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0

Thanks for picking up the mantel and carrying this on!

10.04.2025 15:34 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
MLSA 2025 Workshop on Machine Learning and Data Mining for Sports Analytics at ECML/PKDD 2025

๐Ÿ“ฃ Excited to share that the Workshop on Machine Learning and Data Mining for Sports Analytics (MLSA) will be held again this September as part of @ecmlpkdd.org! w/ @hugoriosneto.bsky.social,
@azimmerdm.bsky.social and Maaike Van Roy

dtai.cs.kuleuven.be/events/MLSA25

10.04.2025 12:30 โ€” ๐Ÿ‘ 19    ๐Ÿ” 6    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 3
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Machine Learning and Data Mining for Sports Analytics The MLSA 2024 proceedings focus on the application of machine learning and data mining techniques to the domain of sports.

The proceedings of the latest edition of our (@jessejdavis.bsky.social, @janvanhaaren.be, Ulf Brefeld) workshop are finally out: link.springer.com/book/10.1007/978-3-031-86692-0
And the organization for this year's edition's already underway: dtai.cs.kuleuven.be/events/MLSA25/

31.03.2025 06:38 โ€” ๐Ÿ‘ 3    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Tottenham Hotspur Football Club hiring Data Analyst in Enfield, England, United Kingdom | LinkedIn Posted 2:47:46 PM. Founded in 1882, Tottenham Hotspur Football Club is an English Premier League Club, based in Northโ€ฆSee this and similar jobs on LinkedIn.

We are looking for a Data Analyst to support performance functions of Tottenham Hotspur. Lots of interesting projects ahead, a lot to learn about football and lots of space to develop tech skills (I'll help here). More details on LinkedIn. www.linkedin.com/jobs/view/41...

14.03.2025 18:15 โ€” ๐Ÿ‘ 48    ๐Ÿ” 40    ๐Ÿ’ฌ 8    ๐Ÿ“Œ 7
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Congratulations to our DTAI researchers for presenting their work at #AAAI2025 #AAAI25 Lennert De Smet, Dimos Tsouros, Liesbeth Allein, Jaron Maene, David Depot,
Ignace Bleukx.

04.03.2025 23:27 โ€” ๐Ÿ‘ 12    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

This is a great initiative by @PySport! A common theme in the discussion was how many started their projects to learn. For me, contributing to open-source and collaborating with others has been instrumental in becoming a better programmer. Excited to see whatโ€™s next! ๐Ÿš€

26.02.2025 17:34 โ€” ๐Ÿ‘ 7    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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We all know backpropagation can calculate gradients, but it can do much more than that!

Come to my #AAAI2025 oral tomorrow (11:45, Room 119B) to learn more.

27.02.2025 23:45 โ€” ๐Ÿ‘ 27    ๐Ÿ” 10    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Christian Pulisic docuseries exemplifies USMNTโ€™s mostly silent golden generation The Milan starโ€™s nine-episode turn on Paramount+ is most notable in that it reveals anything about the player at all

I wrote about Christian Pulisic, his "Pulisic" docuseries, and what it says about a United States men's national team generation that lacks the promotional zeal of its predecessors.

@us.theguardian.com

www.theguardian.com/football/202...

26.02.2025 13:55 โ€” ๐Ÿ‘ 39    ๐Ÿ” 11    ๐Ÿ’ฌ 5    ๐Ÿ“Œ 4

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