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ORCIDDmitriy Morozov
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2020 – today
- 2024
[j12]Arnur Nigmetov
, Aditi S. Krishnapriyan, Nicole Sanderson, Dmitriy Morozov:
Topological regularization via persistence-sensitive optimization. Comput. Geom. 120: 102086 (2024)- [j11]Arnur Nigmetov, Dmitriy Morozov:
Topological Optimization with Big Steps. Discret. Comput. Geom. 72(1): 310-344 (2024) - [c34]Annan Yu, Arnur Nigmetov, Dmitriy Morozov, Michael W. Mahoney, N. Benjamin Erichson:
Robustifying State-space Models for Long Sequences via Approximate Diagonalization. ICLR 2024 - [c33]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: 812-821 - [i18]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 abs/2402.15734 (2024) - [i17]Orcun Yildiz, Dmitriy Morozov, Arnur Nigmetov, Bogdan Nicolae, Tom Peterka:
Wilkins: HPC In Situ Workflows Made Easy. CoRR abs/2404.03591 (2024) - [i16]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 abs/2407.15089 (2024) - 2023
- [c32]Tom Peterka, Dmitriy Morozov, Arnur Nigmetov, Orcun Yildiz, Bogdan Nicolae, Philip E. Davis:
LowFive: In Situ Data Transport for High-Performance Workflows. IPDPS 2023: 985-995 - [c31]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 - [i15]Arnur Nigmetov, Dmitriy Morozov:
Fast Merge Tree Computation via SYCL. CoRR abs/2301.10838 (2023) - [i14]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. CoRR abs/2306.00258 (2023) - [i13]Annan Yu, Arnur Nigmetov, Dmitriy Morozov, Michael W. Mahoney, N. Benjamin Erichson:
Robustifying State-space Models for Long Sequences via Approximate Diagonalization. CoRR abs/2310.01698 (2023) - 2022
- [c30]Bogdan Nicolae, Tanner Hobson, Orcun Yildiz, Tom Peterka, Dmitriy Morozov:
Towards Low-Overhead Resilience for Data Parallel Deep Learning. CCGRID 2022: 336-345 - [i12]Arnur Nigmetov, Dmitriy Morozov:
Topological Optimization with Big Steps. CoRR abs/2203.16748 (2022) - 2021
- [j10]Louis Kang, Boyan Xu, Dmitriy Morozov:
Evaluating State Space Discovery by Persistent Cohomology in the Spatial Representation System. Frontiers Comput. Neurosci. 15: 616748 (2021) - [c29]Dmitriy Morozov, Tom Peterka, Hanqi Guo, Mukund Raj, Jiayi Xu, Han-Wei Shen:
IExchange: Asynchronous Communication and Termination Detection for Iterative Algorithms. LDAV 2021: 12-21 - [c28]Orcun Yildiz, Dmitriy Morozov, Bogdan Nicolae, Tom Peterka:
Dynamic Heterogeneous Task Specification and Execution for In Situ Workflows. WORKS 2021: 25-32 - [i11]Dmitriy Morozov, Amit K. Patel:
Output-sensitive Computation of Generalized Persistence Diagrams for 2-filtrations. CoRR abs/2112.03980 (2021) - 2020
- [c27]Dmitriy Morozov, Arnur Nigmetov:
Towards Lockfree Persistent Homology. SPAA 2020: 555-557 - [i10]Aditi S. Krishnapriyan, Maciej Haranczyk, Dmitriy Morozov:
Robust Topological Descriptors for Machine Learning Prediction of Guest Adsorption in Nanoporous Materials. CoRR abs/2001.05972 (2020) - [i9]Aditi S. Krishnapriyan, Joseph Montoya, Jens S. Hummelshøj, Dmitriy Morozov:
Persistent homology advances interpretable machine learning for nanoporous materials. CoRR abs/2010.00532 (2020) - [i8]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 abs/2010.16027 (2020) - [i7]Arnur Nigmetov, Aditi S. Krishnapriyan, Nicole Sanderson, Dmitriy Morozov:
Topological Regularization via Persistence-Sensitive Optimization. CoRR abs/2011.05290 (2020)
2010 – 2019
- 2019
- [c26]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: 14-19 - [c25]Arnur Nigmetov, Dmitriy Morozov:
Local-global merge tree computation with local exchanges. SC 2019: 60:1-60:13 - 2018
- [j9]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): 57-77 (2018) - [j8]Andrey Babichev, Dmitriy Morozov, Yuri Dabaghian:
Robust spatial memory maps encoded by networks with transient connections. PLoS Comput. Biol. 14(9) (2018) - [c24]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: 1376-1386 - [c23]Andrey A. Trubitsyn, Evgeniy Grachev, Dmitriy Morozov, Andrey E. Serebryakov, Evgeniy Kozlov, Viktor Bochkov, Petr Panov, Boris Polonskiy:
High-power microfocus X-ray installation. MECO 2018: 1-4 - 2017
- [j7]Michael Kerber, Dmitriy Morozov, Arnur Nigmetov:
Geometry Helps to Compare Persistence Diagrams. ACM J. Exp. Algorithmics 22 (2017) - [c22]Erich Lohrmann, Zarija Lukic, Dmitriy Morozov, Juliane Müller:
Programmable In Situ System for Iterative Workflows. JSSPP 2017: 122-131 - [i6]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 abs/1710.10769 (2017) - 2016
- [c21]Michael Kerber, Dmitriy Morozov, Arnur Nigmetov:
Geometry Helps to Compare Persistence Diagrams. ALENEX 2016: 103-112 - [c20]Dmitriy Morozov, Zarija Lukic:
Master of Puppets: Cooperative Multitasking for In Situ Processing. HPDC 2016: 285-288 - [c19]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: 842-853 - [c18]Dmitriy Morozov, Tom Peterka:
Block-parallel data analysis with DIY2. LDAV 2016: 29-36 - [c17]Dmitriy Morozov, Tom Peterka:
Efficient delaunay tessellation through K-D tree decomposition. SC 2016: 728-738 - [c16]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:
Performance analysis, design considerations, and applications of extreme-scale in situ infrastructures. SC 2016: 921-932 - [i5]Michael Kerber, Dmitriy Morozov, Arnur Nigmetov:
Geometry Helps to Compare Persistence Diagrams. CoRR abs/1606.03357 (2016) - 2015
- [c15]Ryan Lewis, Dmitriy Morozov:
Parallel Computation of Persistent Homology using the Blowup Complex. SPAA 2015: 323-331 - 2014
- [c14]Tom Peterka, Dmitriy Morozov, Carolyn L. Phillips:
High-Performance Computation of Distributed-Memory Parallel 3D Voronoi and Delaunay Tessellation. SC 2014: 997-1007 - [p3]Dmitriy Morozov, Gunther H. Weber:
Distributed Contour Trees. Topological Methods in Data Analysis and Visualization 2014: 89-102 - [p2]Kenes Beketayev, Damir Yeliussizov, Dmitriy Morozov, Gunther H. Weber, Bernd Hamann:
Measuring the Distance Between Merge Trees. Topological Methods in Data Analysis and Visualization 2014: 151-165 - 2013
- [j6]Leonidas J. Guibas, Dmitriy Morozov, Quentin Mérigot:
Witnessed k-Distance. Discret. Comput. Geom. 49(1): 22-45 (2013) - [c13]Dmitriy Morozov, Gunther H. Weber:
Distributed merge trees. PPoPP 2013: 93-102 - 2012
- [j5]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): 305-326 (2012) - [j4]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): 2041-2050 (2012) - [c12]Kenes Beketayev, Gunther H. Weber, Dmitriy Morozov, Aidos Abzhanov, Bernd Hamann:
Geometry-preserving topological landscapes. WASA 2012: 155-160 - 2011
- [j3]Vin de Silva, Dmitriy Morozov, Mikael Vejdemo-Johansson:
Persistent Cohomology and Circular Coordinates. Discret. Comput. Geom. 45(4): 737-759 (2011) - [j2]Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel:
Quantifying Transversality by Measuring the Robustness of Intersections. Found. Comput. Math. 11(3): 345-361 (2011) - [j1]Bei Wang, Herbert Edelsbrunner, Dmitriy Morozov:
Computing elevation maxima by searching the gauss sphere. ACM J. Exp. Algorithmics 16 (2011) - [c11]Mridul Aanjaneya, Frédéric Chazal, Daniel Chen, Marc Glisse, Leonidas J. Guibas, Dmitriy Morozov:
Metric graph reconstruction from noisy data. SCG 2011: 37-46 - [c10]Leonidas J. Guibas, Quentin Mérigot, Dmitriy Morozov:
Witnessed k-distance. SCG 2011: 57-64 - [c9]Nikola Milosavljevic, Dmitriy Morozov, Primoz Skraba:
Zigzag persistent homology in matrix multiplication time. SCG 2011: 216-225 - [p1]Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel:
The Stability of the Apparent Contour of an Orientable 2-Manifold. Topological Methods in Data Analysis and Visualization 2011: 27-41 - [i4]Paul Bendich, Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel:
Homology and Robustness of Level and Interlevel Sets. CoRR abs/1102.3389 (2011) - [i3]Leonidas J. Guibas, Quentin Mérigot, Dmitriy Morozov:
Witnessed k-Distance. CoRR abs/1102.4972 (2011) - [i2]Vin de Silva, Dmitriy Morozov, Mikael Vejdemo-Johansson:
Dualities in persistent (co)homology. CoRR abs/1107.5665 (2011) - 2010
- [c8]Paul Bendich, Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel:
The Robustness of Level Sets. ESA (1) 2010: 1-10
2000 – 2009
- 2009
- [c7]Gunnar E. Carlsson, Vin de Silva, Dmitriy Morozov:
Zigzag persistent homology and real-valued functions. SCG 2009: 247-256 - [c6]David Cohen-Steiner, Herbert Edelsbrunner, John Harer, Dmitriy Morozov:
Persistent homology for kernels, images, and cokernels. SODA 2009: 1011-1020 - [c5]Bei Wang, Herbert Edelsbrunner, Dmitriy Morozov:
Computing Elevation Maxima by Searching the Gauss Sphere. SEA 2009: 281-292 - [i1]Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel:
Quantifying Transversality by Measuring the Robustness of Intersections. CoRR abs/0911.2142 (2009) - 2007
- [c4]Paul Bendich, David Cohen-Steiner, Herbert Edelsbrunner, John Harer, Dmitriy Morozov:
Inferring Local Homology from Sampled Stratified Spaces. FOCS 2007: 536-546 - 2006
- [c3]David Cohen-Steiner, Herbert Edelsbrunner, Dmitriy Morozov:
Vines and vineyards by updating persistence in linear time. SCG 2006: 119-126 - [c2]Herbert Edelsbrunner, Dmitriy Morozov, Valerio Pascucci:
Persistence-sensitive simplification functions on 2-manifolds. SCG 2006: 127-134 - 2005
- [c1]Erich L. Kaltofen, Dmitriy Morozov, George Yuhasz:
Generic matrix multiplication and memory management in linBox. ISSAC 2005: 216-223
Coauthor Index
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last updated on 2024-10-07 21:15 CEST by the dblp team
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