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researcher

N. Dyubankova

2 papers hereh-index 13447 citations31 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • quant-ph1

identity via Semantic Scholar / OpenAlex

most citedQuantum Extremal Learning

4 citations · 7 across the 2 of their papers we have counts for

collaborators

2 papers

quant-ph2022★ 4 cited

Quantum Extremal Learning

Savvas Varsamopoulos, Evan Philip, Herman W. T. van Vlijmen +6

We propose a quantum algorithm for `extremal learning', which is the process of finding the input to a hidden function that extremizes the function output, without having direct ac…

cs.LG2021★ 3 cited

Modern Hopfield Networks for Few- and Zero-Shot Reaction Template Prediction

Philipp Seidl, Philipp Renz, Natalia Dyubankova +6

Finding synthesis routes for molecules of interest is an essential step in the discovery of new drugs and materials. To find such routes, computer-assisted synthesis planning (CASP…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.