Lena Zellinger

ELLIS PhD student at the University of Edinburgh

[antonio vergari ⚔️ @tetraduzione]

Less than two weeks to submit your papers on:

📈 #lowrank adapters and #factorizations
🧊 #tensor networks
🔌 probabilistic #circuits
🎓 #theory of factorizations

to the first workshop on connecting them in #AI #ML at @RealAAAI

please share! 🔁

👇👇👇
https://t.co/m65ScBfTyL

[Lorenzo Loconte @loreloc_]

We learn more expressive mixture models that can subtract probability density by squaring them

🚨We show squaring can reduce expressiveness

To tackle this we build sum of squares circuits🆘

🚀We explain why complex parameters help, and show an expressiveness hierarchy around🆘

[antonio vergari ⚔️ @tetraduzione]

many of the recent successes in #AI #ML are due to #structured low-rank representations!

but...What's the connection between #lowrank adapters, #tensor networks, #polynomials and #circuits?

join our @RealAAAI workshop to know the answer!

👇👇👇
https://t.co/m65ScBfTyL

[Lena Zellinger @lena_zellinger]

Happening now at U4 @iclr_conf #ICLR2024