Kirill Simonov

Orcid: 0000-0001-9436-7310

According to our database1, Kirill Simonov authored at least 46 papers between 2019 and 2024.

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Bibliography

2024
Integrating higher-order relations for enhanced twitter bot detection.
Soc. Netw. Anal. Min., December, 2024

Fixed-Parameter Tractability of Maximum Colored Path and Beyond.
ACM Trans. Algorithms, October, 2024

Approximating Long Cycle Above Dirac's Guarantee.
Algorithmica, August, 2024

The Fine-Grained Complexity of Graph Homomorphism Parameterized by Clique-Width.
ACM Trans. Algorithms, July, 2024

Counting vanishing matrix-vector products.
Theor. Comput. Sci., 2024

On coresets for fair clustering in metric and Euclidean spaces and their applications.
J. Comput. Syst. Sci., 2024

Subexponential Algorithms for Clique Cover on Unit Disk and Unit Ball Graphs.
CoRR, 2024

Combining Crown Structures for Vulnerability Measures.
CoRR, 2024

Hamiltonicity, Path Cover, and Independence Number: An FPT Perspective.
CoRR, 2024

Tree Containment Above Minimum Degree is FPT.
Proceedings of the 2024 ACM-SIAM Symposium on Discrete Algorithms, 2024

A Contraction Tree SAT Encoding for Computing Twin-Width.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

2023
Detours in directed graphs.
J. Comput. Syst. Sci., November, 2023

How to find a good explanation for clustering?
Artif. Intell., September, 2023

Lossy Kernelization of Same-Size Clustering.
Theory Comput. Syst., August, 2023

Parameterized Complexity of Feature Selection for Categorical Data Clustering.
ACM Trans. Comput. Theory, 2023

Building large <i>k</i>-cores from sparse graphs.
J. Comput. Syst. Sci., 2023

Turán's Theorem Through Algorithmic Lens.
Proceedings of the Graph-Theoretic Concepts in Computer Science, 2023

Proportionally Fair Matching with Multiple Groups.
Proceedings of the Graph-Theoretic Concepts in Computer Science, 2023

Socially Fair Matching: Exact and Approximation Algorithms.
Proceedings of the Algorithms and Data Structures - 18th International Symposium, 2023

Consistency Checking Problems: A Gateway to Parameterized Sample Complexity.
Proceedings of the 18th International Symposium on Parameterized and Exact Computation, 2023

The st-Planar Edge Completion Problem Is Fixed-Parameter Tractable.
Proceedings of the 34th International Symposium on Algorithms and Computation, 2023

Upward and Orthogonal Planarity are W[1]-Hard Parameterized by Treewidth.
Proceedings of the Graph Drawing and Network Visualization - 31st International Symposium, 2023

Beyond Following: Augmenting Bot Detection with the Integration of Behavioral Patterns.
Proceedings of the Complex Networks & Their Applications XII, 2023

A Parameterized Theory of PAC Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

The Parameterized Complexity of Network Microaggregation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Weighted Model Counting with Twin-Width: Experimental Results.
Dataset, June, 2022

Algorithmic Extensions of Dirac's Theorem.
Proceedings of the 2022 ACM-SIAM Symposium on Discrete Algorithms, 2022

Weighted Model Counting with Twin-Width.
Proceedings of the 25th International Conference on Theory and Applications of Satisfiability Testing, 2022

Long Cycles in Graphs: Extremal Combinatorics Meets Parameterized Algorithms (Invited Talk).
Proceedings of the 47th International Symposium on Mathematical Foundations of Computer Science, 2022

FPT Approximation for Fair Minimum-Load Clustering.
Proceedings of the 17th International Symposium on Parameterized and Exact Computation, 2022

Fine-grained Complexity of Partial Minimum Satisfiability.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

The Complexity of k-Means Clustering when Little is Known.
Proceedings of the International Conference on Machine Learning, 2022

Testing Upward Planarity of Partial 2-Trees.
Proceedings of the Graph Drawing and Network Visualization - 30th International Symposium, 2022

Longest Cycle Above Erdős-Gallai Bound.
Proceedings of the 30th Annual European Symposium on Algorithms, 2022

Parameterized Algorithms for Upward Planarity.
Proceedings of the 38th International Symposium on Computational Geometry, 2022

2021
Parameterized <i>k</i>-Clustering: Tractability island.
J. Comput. Syst. Sci., 2021

EPTAS for <i>k</i>-means Clustering of Affine Subspaces.
Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, 2021

Fixed-Parameter and Approximation Algorithms for PCA with Outliers.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
EPTAS for k-means Clustering of Affine Subspaces.
CoRR, 2020

Parameterized Complexity of PCA (Invited Talk).
Proceedings of the 17th Scandinavian Symposium and Workshops on Algorithm Theory, 2020

Building Large k-Cores from Sparse Graphs.
Proceedings of the 45th International Symposium on Mathematical Foundations of Computer Science, 2020

Low-Rank Binary Matrix Approximation in Column-Sum Norm.
Proceedings of the Approximation, 2020

Manipulating Districts to Win Elections: Fine-Grained Complexity.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Parameterized k-Clustering: The distance matters!
CoRR, 2019

Refined Complexity of PCA with Outliers.
Proceedings of the 36th International Conference on Machine Learning, 2019

Parameterized k-Clustering: Tractability Island.
Proceedings of the 39th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science, 2019


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