Professor @ISTAustria. Machine learning, information theory. Prev: @Stanford, @EPFL
Vienna, Austria
Joined July 2021
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Marco Mondelli retweeted
After a wonderful year working with Prof. @MMondelli and Prof. @FrancescoLocat8 at @ISTAustria , I’m thrilled to share that I’m starting a new role as a CBS-NTT Postdoctoral Fellow in the Physics of Intelligence at @Harvard . Excited for this next chapter!
Marco Mondelli retweeted
📢 We are pleased to announce the 7th edition of Youth in High Dimensions, taking place on July 20th-23rd at ITCP in Trieste.
Apply via our website by April 18th for financial and/or visa support, and by May 9th for all participants: indico.ictp.it/event/11153.
Marco Mondelli retweeted
Fun new theory paper on data reuse:
𝗙𝗨𝗟𝗟-𝗕𝗔𝗧𝗖𝗛 𝗚𝗗 can beat 𝗢𝗡𝗘-𝗣𝗔𝗦𝗦 𝗦𝗚𝗗 by a log-factor in samples.
Same single-index model, same data:
→ 𝗚𝗗 recovers with n ≈ d
→ 𝗦𝗚𝗗 needs n ≳ d log d
arxiv.org/abs/2602.02431
Marco Mondelli retweeted
✨️📢 Best paper award:
Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization
🎉👏 @MMondelli @simone_bombari
Marco Mondelli retweeted
Interested in theory for high-dimensional statistical problems? The workshop "Youth in High Dimensions" in #Trieste July 7-9 has an amazing speaker lineup and offers great networking opportunities indico.ictp.it/event/10849 - co-organized w/ @MMondelli @sebastiangoldt JeanBarbier
Congratulations @simone_bombari, very well deserved!
Congrats to @simone_bombari from the Mondelli Group @MMondelli for becoming the first-ever PhD student at @ISTAustria to receive a @Google #Fellowship. Simone's research will focus on the mathematical foundations of deep learning, differential privacy, and adversarial robustness.
ALT Simone Bombari © ISTA
Marco Mondelli retweeted
We invite expository articles on generative models for the IEEE BITS magazine: itsoc.org/sites/default/file…
Feel free to reach out to me or other guest editors @abeirami, @MMondelli , @sametoymac, Vatsal Sharan if you have any questions.
Grateful to @ERC_Research and excited to start the project. This would not have been possible without my group at @ISTAustria and my collaborators, thank you!
Multiple open positions (postdocs, PhDs, interns), strong candidates encouraged to reach out. marcomondelli.com
Three @ISTAustria scientists have won @erc_research Starting Grants #ERCStG! A combined 4.8 million euros will go to @MMondelli, @aliciakmichael, and @lisa_Bugnet. Read more about the scientists and their projects 🔗 bit.ly/3XvfQXo
Marco Mondelli retweeted
We are excited to announce the 5th edition of “Youth in high dimensions” to take place May 20-24 2024 at ICTP Trieste, Italy.
Check the list of amazing speakers and register by March 31 at indico.ictp.it/event/10478 .