Koshka, Yaroslav

1. Comparison of D-Wave Quantum Annealing and Classical Simulated Annealing for Local Minima Determination
   2019/11/08 by Yaroslav Koshka, Koshka, Yaroslav, M. A. Novotny +1 · 4 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Physics (quant-ph) #Quantum many-body systems #Theoretical and Computational Physics
2. Towards Sampling from Nondirected Probabilistic Graphical models using a D-Wave Quantum Annealer
   2019/05/01 by Yaroslav Koshka, M. A. Novotny, Koshka, Yaroslav +1 · 3 citations
   Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Quantum Physics (quant-ph) #Spectroscopy and Quantum Chemical Studies #Theoretical and Computational Physics