Quantum Machine Learning Applications in Computer Vision
Advanced Research in Quantum Algorithms and Applications
Department of Computer Science and Engineering
Quantum Algorithms
Exploring powerful quantum algorithms that demonstrate quantum advantage over classical computing methods.
Grover's Algorithm (√N Speedup)
Grover's algorithm provides a quadratic speedup for unstructured search problems, finding marked items in O(√N) time instead of O(N).
Shor's Algorithm: Factorization
Shor's algorithm can factor large numbers exponentially faster than classical algorithms, posing a threat to current cryptographic systems.
Quantum Approximate Optimization (QAOA)
QAOA is a hybrid quantum-classical algorithm for solving combinatorial optimization problems using variational quantum circuits.