<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Mateja Jamnik |</title><link>https://pc.inf.usi.ch/people/mateja-jamnik/</link><atom:link href="https://pc.inf.usi.ch/people/mateja-jamnik/index.xml" rel="self" type="application/rss+xml"/><description>Mateja Jamnik</description><generator>HugoBlox Kit (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Wed, 01 Jan 2025 00:00:00 +0000</lastBuildDate><item><title>Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts</title><link>https://pc.inf.usi.ch/publications/dblp-conficml-zarlenga-dbsj-25/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-conficml-zarlenga-dbsj-25/</guid><description/></item><item><title>Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2504-17921/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2504-17921/</guid><description/></item><item><title>Foundations of Interpretable Models</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2508-00545/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2508-00545/</guid><description/></item><item><title>Proceedings of the KDD Workshop on Human-Interpretable AI 2024 co-located with 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024), Centre de Convencions Internacional de Barcelona, Spain, August 26, 2024</title><link>https://pc.inf.usi.ch/publications/dblp-confhi-ai-2024/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-confhi-ai-2024/</guid><description/></item><item><title>Workshop on Human-Interpretable AI</title><link>https://pc.inf.usi.ch/publications/dblp-confkdd-ciravegna-zbgsgj-24/</link><pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-confkdd-ciravegna-zbgsgj-24/</guid><description/></item><item><title>Concept Distillation in Graph Neural Networks</title><link>https://pc.inf.usi.ch/publications/dblp-confxai-magister-bkscsjl-23/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-confxai-magister-bkscsjl-23/</guid><description/></item><item><title>GCI: A (G)raph (C)oncept (I)nterpretation Framework</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2302-04899/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2302-04899/</guid><description/></item><item><title>Interpretable Neural-Symbolic Concept Reasoning</title><link>https://pc.inf.usi.ch/publications/dblp-conficml-barbiero-cgzmtlp-23/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-conficml-barbiero-cgzmtlp-23/</guid><description/></item><item><title>Interpretable Neural-Symbolic Concept Reasoning</title><link>https://pc.inf.usi.ch/publications/dblp-confnesy-barbiero-cgzmtlp-23/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-confnesy-barbiero-cgzmtlp-23/</guid><description/></item><item><title>Interpretable Neural-Symbolic Concept Reasoning</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2304-14068/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2304-14068/</guid><description/></item><item><title>Towards Robust Metrics for Concept Representation Evaluation</title><link>https://pc.inf.usi.ch/publications/dblp-confaaai-zarlenga-bskbwj-23/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-confaaai-zarlenga-bskbwj-23/</guid><description/></item><item><title>Towards Robust Metrics for Concept Representation Evaluation</title><link>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2301-10367/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2301-10367/</guid><description/></item></channel></rss>