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researcher

Y. Koshka

5 papers hereh-index 14807 citations111 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • last author2

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • quant-ph1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedTowards Sampling from Nondirected Probabilistic Graphical models using a D-Wave Quantum Annealer

3 citations · 3 across the 5 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

quant-ph2019

Comparison of D-Wave Quantum Annealing and Classical Simulated Annealing for Local Minima Determination

Yaroslav Koshka, M. A. Novotny

Restricted Boltzmann Machines trained with different numbers of iterations were used to provide a diverse set of energy functions each containing many local valleys (LVs) with diff…

cs.LG2019★ 3 cited

Towards Sampling from Nondirected Probabilistic Graphical models using a D-Wave Quantum Annealer

Yaroslav Koshka, M. A. Novotny

A D-Wave quantum annealer (QA) having a 2048 qubit lattice, with no missing qubits and couplings, allowed embedding of a complete graph of a Restricted Boltzmann Machine (RBM). A h…

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