Dmitriy Morozov

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 39

Top Topics

Asynchronous Communication

Optimization Methods

Machine Learning

Delaunay Triangulations

Top Venues

Publications

Arnur Nigmetov, Aditi S. Krishnapriyan, Nicole Sanderson, Dmitriy Morozov
Topological regularization via persistence-sensitive optimization. Comput. Geom. 120 (2024)
Orcun Yildiz, Dmitriy Morozov, Arnur Nigmetov, Bogdan Nicolae, Tom Peterka
Wilkins: HPC In Situ Workflows Made Easy. CoRR (2024)
Pu Ren, Rie Nakata, Maxime Lacour, Ilan Naiman, Nori Nakata, Jialin Song, Zhengfa Bi, Osman Asif Malik, Dmitriy Morozov, Omri Azencot, N. Benjamin Erichson, Michael W. Mahoney
Learning Physics for Unveiling Hidden Earthquake Ground Motions via Conditional Generative Modeling. CoRR (2024)
Wuyang Chen, Jialin Song, Pu Ren, Shashank Subramanian, Dmitriy Morozov, Michael W. Mahoney
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning. CoRR (2024)
Jie Ye, Jaime Cernuda, Neeraj Rajesh, Keith Bateman, Orcun Yildiz, Tom Peterka, Arnur Nigmetov, Dmitriy Morozov, Xian-He Sun, Anthony Kougkas, Bogdan Nicolae
Viper: A High-Performance I/O Framework for Transparently Updating, Storing, and Transferring Deep Neural Network Models. ICPP (2024)
Annan Yu, Arnur Nigmetov, Dmitriy Morozov, Michael W. Mahoney, N. Benjamin Erichson
Robustifying State-space Models for Long Sequences via Approximate Diagonalization. ICLR (2024)
Arnur Nigmetov, Dmitriy Morozov
Topological Optimization with Big Steps. Discret. Comput. Geom. 72 (1) (2024)
Tom Peterka, Dmitriy Morozov, Arnur Nigmetov, Orcun Yildiz, Bogdan Nicolae, Philip E. Davis
LowFive: In Situ Data Transport for High-Performance Workflows. IPDPS (2023)
Annan Yu, Arnur Nigmetov, Dmitriy Morozov, Michael W. Mahoney, N. Benjamin Erichson
Robustifying State-space Models for Long Sequences via Approximate Diagonalization. CoRR (2023)
Arnur Nigmetov, Dmitriy Morozov
Fast Merge Tree Computation via SYCL. CoRR (2023)
Shashank Subramanian, Peter Harrington, Kurt Keutzer, Wahid Bhimji, Dmitriy Morozov, Michael Mahoney, Amir Gholami
Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior. CoRR (2023)
Shashank Subramanian, Peter Harrington, Kurt Keutzer, Wahid Bhimji, Dmitriy Morozov, Michael W. Mahoney, Amir Gholami
Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior. NeurIPS (2023)
Arnur Nigmetov, Dmitriy Morozov
Topological Optimization with Big Steps. CoRR (2022)
Bogdan Nicolae, Tanner Hobson, Orcun Yildiz, Tom Peterka, Dmitriy Morozov
Towards Low-Overhead Resilience for Data Parallel Deep Learning. CCGRID (2022)
Dmitriy Morozov, Amit K. Patel
Output-sensitive Computation of Generalized Persistence Diagrams for 2-filtrations. CoRR (2021)
Orcun Yildiz, Dmitriy Morozov, Bogdan Nicolae, Tom Peterka
Dynamic Heterogeneous Task Specification and Execution for In Situ Workflows. WORKS (2021)
Louis Kang, Boyan Xu, Dmitriy Morozov
Evaluating State Space Discovery by Persistent Cohomology in the Spatial Representation System. Frontiers Comput. Neurosci. 15 (2021)
Dmitriy Morozov, Tom Peterka, Hanqi Guo, Mukund Raj, Jiayi Xu, Han-Wei Shen
IExchange: Asynchronous Communication and Termination Detection for Iterative Algorithms. LDAV (2021)
Aditi S. Krishnapriyan, Joseph Montoya, Jens S. Hummelshøj, Dmitriy Morozov
Persistent homology advances interpretable machine learning for nanoporous materials. CoRR (2020)
Arnur Nigmetov, Aditi S. Krishnapriyan, Nicole Sanderson, Dmitriy Morozov
Topological Regularization via Persistence-Sensitive Optimization. CoRR (2020)
Dmitriy Morozov, Arnur Nigmetov
Towards Lockfree Persistent Homology. SPAA (2020)
Nicolas Swenson, Aditi S. Krishnapriyan, Aydin Buluç, Dmitriy Morozov, Katherine A. Yelick
PersGNN: Applying Topological Data Analysis and Geometric Deep Learning to Structure-Based Protein Function Prediction. CoRR (2020)
Aditi S. Krishnapriyan, Maciej Haranczyk, Dmitriy Morozov
Robust Topological Descriptors for Machine Learning Prediction of Guest Adsorption in Nanoporous Materials. CoRR (2020)
Arnur Nigmetov, Dmitriy Morozov
Local-global merge tree computation with local exchanges. SC (2019)
John Michael L. MacNeil, Dmitriy Morozov, Francesco Panerai, Dilworth Parkinson, Harold S. Barnard, Daniela Ushizima
Distributed Global Digital Volume Correlation by Optimal Transport. XLOOP@SC (2019)
Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Leonid Oliker, Katherine A. Yelick, Sang-Yun Oh
Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation. AISTATS (2018)
Andrey Trubitsyn, Evgeniy Grachev, Dmitriy Morozov, Andrey E. Serebryakov, Evgeniy Kozlov, Viktor Bochkov, Petr Panov, Boris Polonskiy
High-power microfocus X-ray installation. MECO (2018)
Andrey Babichev, Dmitriy Morozov, Yuri Dabaghian
Robust spatial memory maps encoded by networks with transient connections. PLoS Comput. Biol. 14 (9) (2018)
Kenes Beketayev, Damir Yeliussizov, Dmitriy Morozov, Gunther H. Weber, Bernd Hamann
Measuring the Error in Approximating the Sub-Level Set Topology of Sampled Scalar Data. Int. J. Comput. Geom. Appl. 28 (1) (2018)
Erich Lohrmann, Zarija Lukic, Dmitriy Morozov, Juliane Müller
Programmable In Situ System for Iterative Workflows. JSSPP (2017)
Michael Kerber, Dmitriy Morozov, Arnur Nigmetov
Geometry Helps to Compare Persistence Diagrams. ACM J. Exp. Algorithmics 22 (2017)
Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Sang-Yun Oh, Leonid Oliker, Katherine A. Yelick
Communication-Avoiding Optimization Methods for Massive-Scale Graphical Model Structure Learning. CoRR (2017)
Penporn Koanantakool, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Sang-Yun Oh, Leonid Oliker, Katherine A. Yelick
Communication-Avoiding Parallel Sparse-Dense Matrix-Matrix Multiplication. IPDPS (2016)
Dmitriy Morozov, Tom Peterka
Block-parallel data analysis with DIY2. LDAV (2016)
Dmitriy Morozov, Zarija Lukic
Master of Puppets: Cooperative Multitasking for In Situ Processing. HPDC (2016)
Dmitriy Morozov, Tom Peterka
Efficient delaunay tessellation through K-D tree decomposition. SC (2016)
Utkarsh Ayachit, Andrew C. Bauer, Earl P. N. Duque, Greg Eisenhauer, Nicola J. Ferrier, Junmin Gu, Kenneth E. Jansen, Burlen Loring, Zarija Lukic, Suresh Menon, Dmitriy Morozov, Patrick O'Leary, Reetesh Ranjan, Michel E. Rasquin, Christopher P. Stone, Venkatram Vishwanath, Gunther H. Weber, Brad Whitlock, Matthew Wolf, K. John Wu, E. Wes Bethel
infrastructures. SC (2016)
Michael Kerber, Dmitriy Morozov, Arnur Nigmetov
Geometry Helps to Compare Persistence Diagrams. CoRR (2016)
Michael Kerber, Dmitriy Morozov, Arnur Nigmetov
Geometry Helps to Compare Persistence Diagrams. ALENEX (2016)
Ryan Lewis, Dmitriy Morozov
Parallel Computation of Persistent Homology using the Blowup Complex. SPAA (2015)
Tom Peterka, Dmitriy Morozov, Carolyn L. Phillips
High-Performance Computation of Distributed-Memory Parallel 3D Voronoi and Delaunay Tessellation. SC (2014)
Dmitriy Morozov, Gunther H. Weber
Distributed merge trees. PPOPP (2013)
Leonidas J. Guibas, Dmitriy Morozov, Quentin Mérigot
Witnessed k-Distance. Discret. Comput. Geom. 49 (1) (2013)
Mridul Aanjaneya, Frédéric Chazal, Daniel Chen, Marc Glisse, Leonidas J. Guibas, Dmitriy Morozov
Metric Graph Reconstruction from noisy Data. Int. J. Comput. Geom. Appl. 22 (4) (2012)
Daniela Mayumi Ushizima, Dmitriy Morozov, Gunther H. Weber, Andrea Gomes Campos Bianchi, James A. Sethian, E. Wes Bethel
Augmented Topological Descriptors of Pore Networks for Material Science. IEEE Trans. Vis. Comput. Graph. 18 (12) (2012)
Kenes Beketayev, Gunther H. Weber, Dmitriy Morozov, Aidos Abzhanov, Bernd Hamann
Geometry-preserving topological landscapes. WASA (2012)
Vin de Silva, Dmitriy Morozov, Mikael Vejdemo-Johansson
Dualities in persistent (co)homology CoRR (2011)
Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel
Quantifying Transversality by Measuring the Robustness of Intersections. Found. Comput. Math. 11 (3) (2011)
Leonidas J. Guibas, Quentin Mérigot, Dmitriy Morozov
Witnessed k-Distance CoRR (2011)
Leonidas J. Guibas, Quentin Mérigot, Dmitriy Morozov
Witnessed k-distance. SCG (2011)
Vin de Silva, Dmitriy Morozov, Mikael Vejdemo-Johansson
Persistent Cohomology and Circular Coordinates. Discret. Comput. Geom. 45 (4) (2011)
Bei Wang, Herbert Edelsbrunner, Dmitriy Morozov
Computing elevation maxima by searching the gauss sphere. ACM J. Exp. Algorithmics 16 (2011)
Paul Bendich, Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel
Homology and Robustness of Level and Interlevel Sets CoRR (2011)
Nikola Milosavljevic, Dmitriy Morozov, Primoz Skraba
Zigzag persistent homology in matrix multiplication time. SCG (2011)
Mridul Aanjaneya, Frédéric Chazal, Daniel Chen, Marc Glisse, Leonidas J. Guibas, Dmitriy Morozov
Metric graph reconstruction from noisy data. SCG (2011)
Paul Bendich, Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel
The Robustness of Level Sets. ESA (1) (2010)
David Cohen-Steiner, Herbert Edelsbrunner, John Harer, Dmitriy Morozov
Persistent homology for kernels, images, and cokernels. SODA (2009)
Gunnar E. Carlsson, Vin de Silva, Dmitriy Morozov
Zigzag persistent homology and real-valued functions. SCG (2009)
Bei Wang, Herbert Edelsbrunner, Dmitriy Morozov
Computing Elevation Maxima by Searching the Gauss Sphere. SEA (2009)
Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel
Quantifying Transversality by Measuring the Robustness of Intersections CoRR (2009)
Paul Bendich, David Cohen-Steiner, Herbert Edelsbrunner, John Harer, Dmitriy Morozov
Inferring Local Homology from Sampled Stratified Spaces. FOCS (2007)
Herbert Edelsbrunner, Dmitriy Morozov, Valerio Pascucci
Persistence-sensitive simplification functions on 2-manifolds. SCG (2006)
David Cohen-Steiner, Herbert Edelsbrunner, Dmitriy Morozov
Vines and vineyards by updating persistence in linear time. SCG (2006)
Erich Kaltofen, Dmitriy Morozov, George Yuhasz
Generic matrix multiplication and memory management in linBox. ISSAC (2005)