Andrea Pugnana
@andrepugni.bsky.social
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📥 89
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Research Fellow @ University of Trento. Studying ML models that know what they do not know. He/Him.
Deferring Concept Bottleneck Models go to
@neuripsconf.bsky.social
2025! Thanks to all my amazing coauthors (especially
@rmassidda.it
who is the only one on 🦋 as far as I know) who believed in the marriage between CBMs and Learning to Defer! See u in San Diego! 😄🌊🏖️
3 months ago
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reposted by
Andrea Pugnana
Emanuele Marconato
8 months ago
Now in Thailand to present our paper at
#AISTATS2025
🇹🇭🌴 📍Today at 3:00-6:00 pm, poster number 118! More details here:
openreview.net/forum?id=XCm...
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All or None: Identifiable Linear Properties of Next-Token...
We analyze identifiability as a possible explanation for the ubiquity of linear properties across language models, such as the vector difference between the representations of “easy” and “easiest”...
https://openreview.net/forum?id=XCmIlemQP5
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On my way to Mai Khao🏝️ for
#AISTATS2025
, where I will present A Causal Framework for Evaluating Deferring Systems, a joint work with Filippo Palomba, Jose Alvarez and Salvatore Ruggieri. 1/5
8 months ago
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reposted by
Andrea Pugnana
Steve Azzolin
8 months ago
Happening tomorrow! Poster number 508 Saturday's session 10-12:30
add a skeleton here at some point
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reposted by
Andrea Pugnana
Steve Azzolin
9 months ago
Faithfulness of GNN explanations isn’t one-size-fits-all🧢 Our last
@iclr-conf.bsky.social
paper breaks it down across: 1. Evaluation metrics 2. Model implementations 3. OOD generalisation w: Antonio L.
@looselycorrect.bsky.social
@andreapasserini.bsky.social
1/5
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reposted by
Andrea Pugnana
Causal Club
9 months ago
If you are into Structural Causal Models, you're going to love Deep SCMs! ❤️ On the next (and last for now!) talk, Audrey Poinsot (INRIA) will review DSCMs, their applications and open challenges. 🤌 See you tomorrow April 11th at 16:00 (CET) at
meet.google.com/tng-aibh-yuz
🗓️
tinyurl.com/deepscm
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❗️Deadline extended 18 April❗️ Working on Human-AI interaction and trustworthy AI? Consider submitting your ongoing work to our workshop
tcai2025.isti.cnr.it
@hhaiconference.bsky.social
Co-hosted by Apoorva Singh, Bruno Lepri,
@burcusayin.bsky.social
and Roberto Pellungrini in Pisa.
#AI
#HHAI
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TCAI2025
TCAI2025
https://tcai2025.isti.cnr.it
9 months ago
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Great talk tomorrow at the
@causalclub.di.unipi.it
by Nina Corvelo Benz on counterfactual token generation.
add a skeleton here at some point
9 months ago
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reposted by
Andrea Pugnana
Causal Club
9 months ago
Time for the next Causal Club speaker! ⏳ Mouad El Bouchattaoui (Paris-Saclay University) will present a novel method for conterfactual regression over time (
openreview.net/pdf?id=bKOZY...
). 🤌 See you in Pisa on March 21 at 16:00 (CET) or live at
meet.google.com/tng-aibh-yuz
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Happy to share our second episode with
@giovannidetoni.bsky.social
ready to rock at
@causalclub.di.unipi.it
on Friday at 16:00.
add a skeleton here at some point
10 months ago
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reposted by
Andrea Pugnana
Causal Club
10 months ago
⏰ Don't miss Mátyás talk today at 3PM! 🎥 See you online
meet.google.com/cqt-ufji-xfz
🤌 ...or live in the CS Department of the University of Pisa!
add a skeleton here at some point
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The Causal Club is back for Season 3! Do not miss it!
add a skeleton here at some point
10 months ago
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Are you in Philly for
@realaaai.bsky.social
2025, and still do not know what oral to attend? Do not worry. Also, ML models do not know many things. Check what they know they don't know with Salvatore Ruggieri, who will present our joint work in the senior track morning session on Friday!
10 months ago
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I am thrilled to share that our work, "A Causal Framework for Evaluating Deferring Systems," has been accepted at
#AISTATS2025
! I am very attached to this work (joint with F. Palomba, J. Alvarez, and S. Ruggieri—who are not on 🦋) as it bridges causal inference with deferring systems. 1/4
11 months ago
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reposted by
Andrea Pugnana
Luca Pappalardo
about 1 year ago
The KDD Lab Workshop 2024 just started in San Miniato, Italy. Two days for sharing the last achievements and new horizons in research...
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