Kavli Affiliate: David W. Miller | Summary:Deep learning, which in general relies on voluminous amounts of training data, is vulnerable to data poisoning attacks, including error-generic attacks and backdoors (Trojans). In this work, we propose a new data poisoning attack we dub a latent class attack. Here, all poisoned examples are from a class that […]
Kavli Affiliate: Alexandra Nelson | Authors: Emily L Twedell, Chloe J Bair-Marshall, Allison E Girasole, Lara K Scaria, Sadhana Sridhar and Alexandra B Nelson | Summary: Striatal medium spiny neurons (MSNs) integrate convergent cortical, thalamic, and dopaminergic inputs to shape motor output. In addition, MSNs form local inhibitory synaptic connections with one another. The function […]
Kavli Affiliate: Yukinobu Toda | Summary:In this paper, we prove a Dolbeault geometric Langlands equivalence for $GL_r$ and for the Langlands dual pair $SL_r/PGL_r$ over an open locus of the Hitchin base which strictly contains the elliptic locus. This open locus contains the points corresponding to spectral curves with at worst type $A$ singularities, without […]
Kavli Affiliate: Simon Groblacher | Summary:Spin-photon interfaces based on solid-state defects are key building blocks for scalable quantum networks and hybrid quantum platforms. Optimizing light-matter coupling in these systems requires precise knowledge of the optical transition dipole polarization, yet for many promising quantum emitters this quantity is hard to determine and therefore remains poorly characterized. […]