Author

N. Berloff

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

Dynamic distortion from discretized coupling feedback in soft-spin Ising machines

Although Ising machines (IMs) have grown in popularity due to their potential as physics-based accelerators for combinatorial optimization problems (COPs), most literature focuses on empirically-obtained benchmarks with low universality. In this work, we propose dynamic feedback distortion as a universal metric to quan...

Victor H. González, N. Berloff · 0 citations

#machine learning Preprint May 2025

Exact Spin Elimination for Quadratic and k-Local Ising Optimization

These results establish exact spin elimination as a controlled trade between active-spin capacity and interaction complexity and show that removing spins while allowing more complex interactions can fit larger problems within the same spin budget and improve optimization.

N. Berloff · 2 citations