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Sofiya Garkot

3 papers hereh-index 347 citations6 works total

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

author position
  • first author1
  • middle author1
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.HC1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedHigh throughput screening with machine learning

2 citations · 2 across the 1 of their papers we have counts for

collaborators

3 papers

cs.LG2025

GUIrilla: A Scalable Framework for Automated Desktop UI Exploration

Sofiya Garkot, Maksym Shamrai, Ivan Synytsia +1

The performance and generalization of foundation models for interactive systems critically depend on the availability of large-scale, realistic training data. While recent advances…

cs.HC2024

A Conversational Brain-Artificial Intelligence Interface

Anja Meunier, Michal Robert Žák, Lucas Munz +4

We introduce Brain-Artificial Intelligence Interfaces (BAIs) as a new class of Brain-Computer Interfaces (BCIs). Unlike conventional BCIs, which rely on intact cognitive capabiliti…

cs.LG2020★ 2 cited

High throughput screening with machine learning

Oleksandr Gurbych, Maksym Druchok, Dzvenymyra Yarish +1

This study assesses the efficiency of several popular machine learning approaches in the prediction of molecular binding affinity: CatBoost, Graph Attention Neural Network, and Bid…

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