Dmitriy Morozov

According to our database1, Dmitriy Morozov authored at least 43 papers between 2005 and 2021.

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Bibliography

2021
Evaluating State Space Discovery by Persistent Cohomology in the Spatial Representation System.
Frontiers Comput. Neurosci., 2021

2020
Topological Regularization via Persistence-Sensitive Optimization.
CoRR, 2020

PersGNN: Applying Topological Data Analysis and Geometric Deep Learning to Structure-Based Protein Function Prediction.
CoRR, 2020

Persistent homology advances interpretable machine learning for nanoporous materials.
CoRR, 2020

Robust Topological Descriptors for Machine Learning Prediction of Guest Adsorption in Nanoporous Materials.
CoRR, 2020

Towards Lockfree Persistent Homology.
Proceedings of the SPAA '20: 32nd ACM Symposium on Parallelism in Algorithms and Architectures, 2020

2019
Local-global merge tree computation with local exchanges.
Proceedings of the International Conference for High Performance Computing, 2019

Distributed Global Digital Volume Correlation by Optimal Transport.
Proceedings of the 1st IEEE/ACM Annual Workshop on Large-scale Experiment-in-the-Loop Computing, 2019

2018
Robust spatial memory maps encoded by networks with transient connections.
PLoS Comput. Biol., 2018

Measuring the Error in Approximating the Sub-Level Set Topology of Sampled Scalar Data.
Int. J. Comput. Geom. Appl., 2018

High-power microfocus X-ray installation.
Proceedings of the 7th Mediterranean Conference on Embedded Computing, 2018

Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017
Geometry Helps to Compare Persistence Diagrams.
ACM J. Exp. Algorithmics, 2017

Communication-Avoiding Optimization Methods for Massive-Scale Graphical Model Structure Learning.
CoRR, 2017

Programmable In Situ System for Iterative Workflows.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 2017

2016
Efficient delaunay tessellation through K-D tree decomposition.
Proceedings of the International Conference for High Performance Computing, 2016

Performance analysis, design considerations, and applications of extreme-scale <i>in situ</i> infrastructures.
Proceedings of the International Conference for High Performance Computing, 2016

Block-parallel data analysis with DIY2.
Proceedings of the 6th IEEE Symposium on Large Data Analysis and Visualization, 2016

Communication-Avoiding Parallel Sparse-Dense Matrix-Matrix Multiplication.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

Master of Puppets: Cooperative Multitasking for In Situ Processing.
Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016

2015
Parallel Computation of Persistent Homology using the Blowup Complex.
Proceedings of the 27th ACM on Symposium on Parallelism in Algorithms and Architectures, 2015

2014
High-Performance Computation of Distributed-Memory Parallel 3D Voronoi and Delaunay Tessellation.
Proceedings of the International Conference for High Performance Computing, 2014

Distributed Contour Trees.
Proceedings of the Topological Methods in Data Analysis and Visualization III, 2014

Measuring the Distance Between Merge Trees.
Proceedings of the Topological Methods in Data Analysis and Visualization III, 2014

2013
Witnessed k-Distance.
Discret. Comput. Geom., 2013

Distributed merge trees.
Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2013

2012
Augmented Topological Descriptors of Pore Networks for Material Science.
IEEE Trans. Vis. Comput. Graph., 2012

Metric Graph Reconstruction from noisy Data.
Int. J. Comput. Geom. Appl., 2012

Geometry-preserving topological landscapes.
Proceedings of the Workshop at SIGGRAPH Asia, 2012

2011
Computing elevation maxima by searching the gauss sphere.
ACM J. Exp. Algorithmics, 2011

Quantifying Transversality by Measuring the Robustness of Intersections.
Found. Comput. Math., 2011

Persistent Cohomology and Circular Coordinates.
Discret. Comput. Geom., 2011

Dualities in persistent (co)homology
CoRR, 2011

Homology and Robustness of Level and Interlevel Sets
CoRR, 2011

Zigzag persistent homology in matrix multiplication time.
Proceedings of the 27th ACM Symposium on Computational Geometry, 2011

The Stability of the Apparent Contour of an Orientable 2-Manifold.
Proceedings of the Topological Methods in Data Analysis and Visualization, 2011

2010
The Robustness of Level Sets.
Proceedings of the Algorithms, 2010

2009
Persistent homology for kernels, images, and cokernels.
Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2009

Zigzag persistent homology and real-valued functions.
Proceedings of the 25th ACM Symposium on Computational Geometry, 2009

2007
Inferring Local Homology from Sampled Stratified Spaces.
Proceedings of the 48th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2007), 2007

2006
Persistence-sensitive simplification functions on 2-manifolds.
Proceedings of the 22nd ACM Symposium on Computational Geometry, 2006

Vines and vineyards by updating persistence in linear time.
Proceedings of the 22nd ACM Symposium on Computational Geometry, 2006

2005
Generic matrix multiplication and memory management in linBox.
Proceedings of the Symbolic and Algebraic Computation, 2005


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