45 citations · 191 across the 17 of their papers we have counts for
3 papers · 1 filter
Topology and Geometry of Half-Rectified Network Optimization
C. Daniel Freeman, Joan Bruna
The loss surface of deep neural networks has recently attracted interest in the optimization and machine learning communities as a prime example of high-dimensional non-convex prob…
Entanglement structure of non-equilibrium steady states
Raghu Mahajan, C. Daniel Freeman, Sam Mumford +2
We study the problem of calculating transport properties of interacting quantum systems, specifically electrical and thermal conductivities, by computing the non-equilibrium steady…
Engineering autonomous error correction in stabilizer codes at finite temperature
C. Daniel Freeman, C. M. Herdman, K. B. Whaley
We present an error correcting protocol that enhances the lifetime of stabilizer code based qubits which are susceptible to the creation of pairs of localized defects (due to strin…