81 citations · 210 across the 12 of their papers we have counts for
3 papers · 1 filter
Automated Graph-Based Detection of Quantum Control Schemes: Application to Molecular Laser Cooling
Anna Dawid, Niccolò Bigagli, Daniel W. Savin +1
One of the demanding frontiers in ultracold quantum science is identifying laser cooling schemes for complex atoms and molecules out of their vast spectra of internal states. Motiv…
Unveiling the Hessian's Connection to the Decision Boundary
Mahalakshmi Sabanayagam, Freya Behrens, Urte Adomaityte +1
Understanding the properties of well-generalizing minima is at the heart of deep learning research. On the one hand, the generalization of neural networks has been connected to the…
Introduction to Latent Variable Energy-Based Models: A Path Towards Autonomous Machine Intelligence
Anna Dawid, Yann LeCun
Current automated systems have crucial limitations that need to be addressed before artificial intelligence can reach human-like levels and bring new technological revolutions. Amo…