Mahalakshmi Sabanayagam (@maha81193) 's Twitter Profile
Mahalakshmi Sabanayagam

@maha81193

PhD student @ TU Munich. Interested in theory of deep learning and graph based learning.

ID: 742140770

linkhttps://mahalakshmi-sabanayagam.github.io/ calendar_today07-08-2012 04:28:59

298 Tweet

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453 Takip Edilen

Peyman Milanfar (@docmilanfar) 's Twitter Profile Photo

Receiver Operating Characteristic (ROC) got its name in WWII from Radar, invented to detect enemy aircraft and ships. ROC curve plots true pos. rate vs false pos. rate, parametrized by a detection threshold ROC has many interesting properties 1/8 animation by Dariya Sydykova

Mahalakshmi Sabanayagam (@maha81193) 's Twitter Profile Photo

At TFAI TUM reading group, we discuss the paper "EARLY STOPPING IN DEEP NETWORKS: DOUBLE DESCENT AND HOW TO ELIMINATE IT" with one of the authors Reinhard Heckel on Wednesday, 24.11 @ 9:30CEST openreview.net/pdf?id=tlV90jv… Feel free to join us: tum-conf.zoom.us/j/66633677821 Passcode 537320

Mahalakshmi Sabanayagam (@maha81193) 's Twitter Profile Photo

Our paper won the best paper award AdvMLFrontiers #NeurIPS2024 🎉 Special thanks to my collaborator Lukas Gosch!🙂 We derive the first white-box robustness certificates for (graph) neural nets against data poisoning & backdoor attacks. Check out the talk on 14 Dec NeurIPS Conference

Lukas Gosch (@lukgosch) 's Twitter Profile Photo

Super happy & honored that our work on certifying NNs against poisoning won the Best Paper Award AdvMLFrontiers at #NeurIPS2024. Come by our poster 10:40am-12&4-5pm (or talk) tomorrow :) Joint work w/Mahalakshmi Sabanayagam, Debarghya Ghoshdastidar & Stephan Günnemann L: arxiv.org/pdf/2407.10867

Super happy &amp; honored that our work on certifying NNs against poisoning won the Best Paper Award <a href="/AdvMLFrontiers/">AdvMLFrontiers</a> at #NeurIPS2024. Come by our poster 10:40am-12&amp;4-5pm (or talk) tomorrow :)

Joint work w/<a href="/maha81193/">Mahalakshmi Sabanayagam</a>, Debarghya Ghoshdastidar &amp; <a href="/guennemann/">Stephan Günnemann</a> 

L: arxiv.org/pdf/2407.10867