34 citations · 76 across the 12 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
math.ST2019
Sharp Guarantees for Solving Random Equations with One-Bit Information
Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
We study the performance of a wide class of convex optimization-based estimators for recovering a signal from corrupted one-bit measurements in high-dimensions. Our general result…
cs.LG2019★ 9 cited
Robust and Communication-Efficient Collaborative Learning
Amirhossein Reisizadeh, Hossein Taheri, Aryan Mokhtari +2
We consider a decentralized learning problem, where a set of computing nodes aim at solving a non-convex optimization problem collaboratively. It is well-known that decentralized o…