Emmanuel Esposito
@emmanuelesposito.bsky.social
๐ค 49
๐ฅ 104
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Postdoc at the University of Milan, member of the LAILA Lab
https://emmanuelesposito.it
reposted by
Emmanuel Esposito
Tim van Erven
2 months ago
When reading a large literature, it is really helpful to have opinionated opinions that help to categorize papers. One of mine for explainable AI is that methods need to address a fundamental limit in how much information can be communicated. Blog post:
www.timvanerven.nl/blog/xai-com...
(no math)
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The Central Challenge in Explainable AI: Channel Capacity
Explainable AI is about communication: we want to tell people how or whya machine learning model is making certain decisions. Why is this sodifficult? In this post I take an information-theoretic pers...
https://www.timvanerven.nl/blog/xai-communication-channel/
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Emmanuel Esposito
Gunnar Kรถnig
2 months ago
The schedule for our Workshop on the Theory of XAI is now online! ๐ฐ๏ธ Dec 2, starting 9am ๐ Bella Center Copenhagen (co-located with EurIPS) ๐
sites.google.com/view/theory-...
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Theory of XAI Workshop
Explainable AI (XAI) is now deployed across a wide range of settings, including high-stakes domains in which misleading explanations can cause real harm. For example, explanations are required by law ...
https://sites.google.com/view/theory-of-xai-workshop
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Emmanuel Esposito
ELLIS
3 months ago
How can we make AI explanations provably correct โ not just convincing? ๐ค Join us for the Theory of Explainable Machine Learning Workshop, part of the ELLIS UnConference Copenhagen ๐ฉ๐ฐ on Dec 2, co-located with
#EurIPS
. ๐ Call for contributions open until Oct 15 (AoE) ๐
eurips.cc/ellis
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Emmanuel Esposito
Gunnar Kรถnig
4 months ago
Interested in provable guarantees and fundamental limitations of XAI? Join us at the "Theory of Explainable AI" workshop Dec 2 in Copenhagen!
@ellis.eu
@euripsconf.bsky.social
Speakers:
@jessicahullman.bsky.social
@doloresromerom.bsky.social
@tpimentel.bsky.social
Call for Contributions: Oct 15
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Theory of XAI Workshop
Explainable AI (XAI) is now deployed across a wide range of settings, including high-stakes domains in which misleading explanations can cause real harm. For example, explanations are required by law ...
https://sites.google.com/view/theory-of-xai-workshop
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Emmanuel Esposito
Claire Vernade
4 months ago
Registrations for EurIPS in Copenhagen are open ! Iโll be there, the whole week, and Iโm truly looking forward to this local parallel event.
add a skeleton here at some point
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Emmanuel Esposito
Tim van Erven
4 months ago
And Theory results for Explainable Machine Learning! Call for extended abstracts open until October 15, AoE.
sites.google.com/view/theory-...
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Theory of XAI Workshop
Explainable AI (XAI) is now deployed across a wide range of settings, including high-stakes domains in which misleading explanations can cause real harm. For example, explanations are required by law ...
https://sites.google.com/view/theory-of-xai-workshop
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reposted by
Emmanuel Esposito
Ulrike Luxburg
4 months ago
Time to figure out which provable guarantees one can(not) give on XAI! Workshop "Theory of Explainable Machine Learning", Dec 2 in Copenhagen as part of the Ellis Unconference/EurIPS. Submission deadline: Oct 15.
sites.google.com/view/theory-...
eurips.cc/ellis/
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Emmanuel Esposito
Tim van Erven
4 months ago
๐จ Workshop on the Theory of Explainable Machine Learning Call for โค2 page extended abstract submissions by October 15 now open! ๐ Ellis UnConference in Copenhagen ๐ Dec. 2 ๐ More info:
sites.google.com/view/theory-...
@gunnark.bsky.social
@ulrikeluxburg.bsky.social
@emmanuelesposito.bsky.social
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Theory of XAI Workshop, Dec 2, 2025
Explainable AI (XAI) is now deployed across a wide range of settings, including high-stakes domains in which misleading explanations can cause real harm. For example, explanations are required by law ...
https://sites.google.com/view/theory-of-xai-workshop
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Emmanuel Esposito
EurIPS Conference
6 months ago
EurIPS is coming! ๐ฃ Mark your calendar for Dec. 2-7, 2025 in Copenhagen ๐ 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
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Emmanuel Esposito
EWRL18
10 months ago
Mark your calendars, EWRL is coming to Tรผbingen! ๐ When? September 17-19, 2025. More news to come soon, stay tuned!
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Emmanuel Esposito
Serge Belongie
10 months ago
Would you present your next NeurIPS paper in Europe instead of traveling to San Diego (US) if this was an option? Sรธren Hauberg (DTU) and I would love to hear the answer through this poll: (1/6)
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NeurIPS participation in Europe
We seek to understand if there is interest in being able to attend NeurIPS in Europe, i.e. without travelling to San Diego, US. In the following, assume that it is possible to present accepted papers ...
https://docs.google.com/forms/d/e/1FAIpQLSezao8Be0d3lP7stopj1u72uWRwumumEkLVcupqdbKqYDeosA/viewform
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reposted by
Emmanuel Esposito
Tim van Erven
11 months ago
With Jack Mayo we are organizing a symposium on theory of bandit algorithms on March 10 at the University of Amsterdam. Talks by Jack Mayo, Wouter Koolen, Julia Olkhovskaya, Dirk van der Hoeven and, tentatively, Tor Lattimore.
www.timvanerven.nl/events/bandi...
has details and (free) registration
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Bandit Theory Symposium
Tim van Ervenโs website
https://www.timvanerven.nl/events/bandit-symposium2025/
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Emmanuel Esposito
Tim van Erven
about 1 year ago
The theory of interpretable AI seminar is back after the holiday season! ๐ ๐คถ Our next talk is next Thursday by Yishay Mansour who will talk about interpretable approximations ๐ป Website:
tverven.github.io/tiai-seminar/
โฐDate: 16 Jan
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reposted by
Emmanuel Esposito
Deborah Blum
about 1 year ago
As we start the new year, I would like to remind everyone that it is now almost 120 years since the US decided consumer protection - by which I mean regulation - mattered. Given the upcoming presidential inauguration, let's talk about how that happened - and why it's so important. (A thread)
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I'll be in Vancouver for
#NeurIPS2024
! Feel free to text me if you want to meet and chat
about 1 year ago
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