Ushijima-Mwesigwa, Hayato
- Graph Partitioning using Quantum Annealing on the D-Wave System
2017/05/04 by Ushijima-Mwesigwa, Hayato, Negre, Christian F. A., Mniszewski, Susan M. · 10 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Other Computer Science (cs.OH) #Quantum Physics (quant-ph)
- Compressed Quadratization of Higher Order Binary Optimization Problems
2020/01/02 by Mandal, Avradip, Roy, Arnab, Upadhyay, Sarvagya +1 · 3 citations
#Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
- Learning To Optimize Quantum Neural Network Without Gradients
2023/04/15 by Ankit Kulshrestha, Xiaoyuan Liu, Kulshrestha, Ankit +5 · 3 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- QAdaPrune: Adaptive Parameter Pruning For Training Variational Quantum Circuits
2024/08/23 by Ankit Kulshrestha, Xiaoyuan Liu, Kulshrestha, Ankit +7 · 2 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- PrecipDiff: Leveraging image diffusion models to enhance satellite-based precipitation observations
2025/01/13 by Dai, Ting-Yu, Ushijima-Mwesigwa, Hayato · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)