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researcher

K. Pats

2 papers hereh-index 13 citations3 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.LG2

identity via Semantic Scholar / OpenAlex

most citedMLT-LE: predicting drug-target binding affinity with multi-task residual neural networks

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

collaborators

2 papers

cs.LG2022★ 2 cited

MLT-LE: predicting drug-target binding affinity with multi-task residual neural networks

Elizaveta Vinogradova, Karina Pats, Ferdinand Molnár +1

Assessing drug-target affinity is a critical step in the drug discovery and development process, but to obtain such data experimentally is both time consuming and expensive. For th…

cs.LG2022

A biologically-inspired multi-modal evaluation of molecular generative machine learning

Elizaveta Vinogradova, Abay Artykbayev, Alisher Amanatay +10

While generative models have recently become ubiquitous in many scientific areas, less attention has been paid to their evaluation. For molecular generative models, the state-of-th…

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