2 citations · 2 across the 4 of their papers we have counts for
4 papers
Optimization of Oblivious Decision Tree Ensembles Evaluation for CPU
Alexey Mironov, Ilnur Khuziev
CatBoost is a popular machine learning library. CatBoost models are based on oblivious decision trees, making training and evaluation rapid. CatBoost has many applications, and som…
Optimization of Decision Tree Evaluation Using SIMD Instructions
Alexey Mironov, Ilnur Khuziev
Decision forest (decision tree ensemble) is one of the most popular machine learning algorithms. To use large models on big data, like document scoring with learning-to-rank models…
Distributed protocols for spanning tree construction and leader election
I. M. Khuziev, M. N. Vyalyi
We present fast deterministic distributed protocols in synchronous networks for leader election and spanning tree construction. The protocols are designed under the assumption that…
Quantum walk in symmetric Cayley graph over
Ilnur Khuziev
We show that the hitting time of the discrete quantum walk on a symmetric Cayley graph over from a vertex to its antipodal is polynomial in degree of the graph. We prove…