65 citations · 188 across the 17 of their papers we have counts for
3 papers · 1 filter
Fixed-point Grover Adaptive Search for Quadratic Binary Optimization Problems
Ákos Nagy, Jaime Park, Cindy Zhang +2
We study a Grover-type method for Quadratic Unconstrained Binary Optimization (QUBO) problems. For an -dimensional QUBO problem with nonzero terms, we construct a marker ora…
Learning the eigenstructure of quantum dynamics using classical shadows
Atithi Acharya, Siddhartha Saha, Shagesh Sridharan +2
Learning dynamics from repeated observation of the time evolution of an open quantum system, namely, the problem of quantum process tomography is an important task. This task is di…
Unlocking the Potential of Similarity Matching: Scalability, Supervision and Pre-training
Yanis Bahroun, Shagesh Sridharan, Atithi Acharya +2
While effective, the backpropagation (BP) algorithm exhibits limitations in terms of biological plausibility, computational cost, and suitability for online learning. As a result,…