18 citations · 19 across the 5 of their papers we have counts for
5 papers
Quantum Random Forest for the Regression Problem
Kamil Khadiev, Liliya Safina
The Random Forest model is one of the popular models of Machine learning. We present a quantum algorithm for testing (forecasting) process of the Random Forest machine learning mod…
Quantum Algorithm for Dynamic Programming Approach for DAGs and Applications
Kamil Khadiev, Liliya Safina
In this paper, we present a quantum algorithm for the dynamic programming approach for problems on directed acyclic graphs (DAGs). The running time of the algorithm is $O(\sqrt{\ha…
The Quantum Version of Prediction for Binary Classification Problem by Ensemble Methods
Kamil Khadiev, Liliia Safina
In this work, we consider the performance of using a quantum algorithm to predict a result for a binary classification problem if a machine learning model is an ensemble from any s…
The Quantum Version Of Classification Decision Tree Constructing Algorithm C5.0
Kamil Khadiev, Ilnaz Mannapov, Liliya Safina
In the paper, we focus on complexity of C5.0 algorithm for constructing decision tree classifier that is the models for the classification problem from machine learning. In classic…
Quantum Algorithm for Dynamic Programming Approach for DAGs. Applications for Zhegalkin Polynomial Evaluation and Some Problems on DAGs
Kamil Khadiev, Liliya Safina
In this paper, we present a quantum algorithm for dynamic programming approach for problems on directed acyclic graphs (DAGs). The running time of the algorithm is $O(\sqrt{\hat{n}…