Konstantin Kutzkov

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 13

Top Topics

Neighborhood Graph

Correlation Clustering

Similarity Estimation

Top Venues

Publications

George Tzougas, Konstantin Kutzkov
Enhancing Logistic Regression Using Neural Networks for Classification in Actuarial Learning. Algorithms 16 (2) (2023)
Konstantin Kutzkov
LoNe Sampler: Graph Node Embeddings by Coordinated Local Neighborhood Sampling. AAAI (2023)
Konstantin Kutzkov
LoNe Sampler: Graph node embeddings by coordinated local neighborhood sampling. CoRR (2022)
Konstantin Kutzkov
COLOGNE: Coordinated Local Graph Neighborhood Sampling. CoRR (2021)
David García-Soriano, Konstantin Kutzkov, Francesco Bonchi, Charalampos E. Tsourakakis
Query-Efficient Correlation Clustering. WWW (2020)
David García-Soriano, Konstantin Kutzkov, Francesco Bonchi, Charalampos E. Tsourakakis
Query-Efficient Correlation Clustering. CoRR (2020)
Moez Draief, Konstantin Kutzkov, Kevin Scaman, Milan Vojnovic
KONG: Kernels for ordered-neighborhood graphs. NeurIPS (2018)
Moez Draief, Konstantin Kutzkov, Kevin Scaman, Milan Vojnovic
KONG: Kernels for ordered-neighborhood graphs. CoRR (2018)
Tian Guo, Konstantin Kutzkov, Mohamed Ahmed, Jean-Paul Calbimonte, Karl Aberer
Efficient Distributed Decision Trees for Robust Regression. ECML/PKDD (2) (2016)
Mathias Niepert, Mohamed Ahmed, Konstantin Kutzkov
Learning Convolutional Neural Networks for Graphs. ICML (2016)
Laurent Bulteau, Vincent Froese, Konstantin Kutzkov, Rasmus Pagh
Triangle Counting in Dynamic Graph Streams. Algorithmica 76 (1) (2016)
Mathias Niepert, Mohamed Ahmed, Konstantin Kutzkov
Learning Convolutional Neural Networks for Graphs. CoRR (2016)
Konstantin Kutzkov, Mohamed Ahmed, Sofia Nikitaki
Weighted Similarity Estimation in Data Streams. CIKM (2015)
Konstantin Kutzkov, Rasmus Pagh
Triangle Counting in Dynamic Graph Streams. SWAT (2014)
David García-Soriano, Konstantin Kutzkov
Triangle counting in streamed graphs via small vertex covers. SDM (2014)
Alexander Golovnev, Konstantin Kutzkov
New exact algorithms for the 2-constraint satisfaction problem. Theor. Comput. Sci. 526 (2014)
Laurent Bulteau, Vincent Froese, Konstantin Kutzkov, Rasmus Pagh
Triangle counting in dynamic graph streams. CoRR (2014)
Konstantin Kutzkov, Rasmus Pagh
Consistent Subset Sampling. CoRR (2014)
Konstantin Kutzkov, Rasmus Pagh
Consistent Subset Sampling. SWAT (2014)
Konstantin Kutzkov
Deterministic algorithms for skewed matrix products. STACS (2013)
Francesco Bonchi, David García-Soriano, Konstantin Kutzkov
Local correlation clustering. CoRR (2013)
Konstantin Kutzkov, Albert Bifet, Francesco Bonchi, Aristides Gionis
STRIP: stream learning of influence probabilities. KDD (2013)
Konstantin Kutzkov, Rasmus Pagh
On the streaming complexity of computing local clustering coefficients. WSDM (2013)
Andrea Campagna, Konstantin Kutzkov, Rasmus Pagh
On parallelizing matrix multiplication by the column-row method. ALENEX (2013)
Konstantin Kutzkov
An exact exponential time algorithm for counting bipartite cliques. Inf. Process. Lett. 112 (13) (2012)
Konstantin Kutzkov
Improved Counter Based Algorithms for Frequent Pairs Mining in Transactional Data Streams. ECML/PKDD (1) (2012)
Konstantin Kutzkov
Deterministic algorithms for skewed matrix products CoRR (2012)
Andrea Campagna, Konstantin Kutzkov, Rasmus Pagh
On Parallelizing Matrix Multiplication by the Column-Row Method CoRR (2012)
Andrea Campagna, Konstantin Kutzkov, Rasmus Pagh
Frequent Pairs in Data Streams: Exploiting Parallelism and Skew. ICDM Workshops (2011)
Konstantin Kutzkov, Dominik Scheder
Using CSP To Improve Deterministic 3-SAT CoRR (2010)
Konstantin Kutzkov
New upper bound for the #3-SAT problem. Inf. Process. Lett. 105 (1) (2007)
Alexander S. Kulikov, Konstantin Kutzkov
New Bounds for MAX-SAT by Clause Learning. CSR (2007)
Konstantin Kutzkov
A Note on the Use of Independent Sets for the k-SAT Problem. J. Satisf. Boolean Model. Comput. 1 (2) (2006)