Kulshrestha, Ankit

1. BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms
   2022/04/28 by Ankit Kulshrestha, Kulshrestha, Ankit, Ilya Safro +1 · 3 citations
   Computer Science · #Neural Networks and Reservoir Computing #Neural Networks and Applications #Quantum Computing Algorithms and Architecture
2. Learning To Optimize Quantum Neural Network Without Gradients
   2023/04/15 by Kulshrestha, Ankit, Liu, Xiaoyuan, Ushijima-Mwesigwa, Hayato +1 · 3 citations
   #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
3. QAdaPrune: Adaptive Parameter Pruning For Training Variational Quantum Circuits
   2024/08/23 by Ankit Kulshrestha, Kulshrestha, Ankit, Xiaoyuan Liu +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)
4. Accelerating COVID-19 research with graph mining and transformer-based learning
   2021/02/10 by Ilya Tyagin, Tyagin, Ilya, Ankit Kulshrestha +9 · 1 citation
   Social Sciences · #Misinformation and Its Impacts