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Dmitriy Morozov
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2020 – today
- 2024
- [j12]Arnur Nigmetov
, Aditi S. Krishnapriyan
Topological regularization via persistence-sensitive optimization. Comput. Geom. 120: 102086 (2024) - [j11]Arnur Nigmetov
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
Viper: A High-Performance I/O Framework for Transparently Updating, Storing, and Transferring Deep Neural Network Models. ICPP 2024: 812-821 - [i21]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) - [i20]Orcun Yildiz, Dmitriy Morozov, Arnur Nigmetov, Bogdan Nicolae, Tom Peterka:
Wilkins: HPC In Situ Workflows Made Easy. CoRR abs/2404.03591 (2024) - [i19]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) - [i18]Arnur Nigmetov, Dmitriy Morozov:
Distributed Computation of Persistent Cohomology. CoRR abs/2410.16553 (2024) - [i17]Tamal K. Dey, Tao Hou, Dmitriy Morozov:
A Fast Algorithm for Computing Zigzag Representatives. CoRR abs/2410.20565 (2024) - [i16]Dmitriy Morozov, Luis Scoccola:
Computing Betti tables and minimal presentations of zero-dimensional persistent homology. CoRR abs/2410.22242 (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
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
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 H. 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
Local-global merge tree computation with local exchanges. SC 2019: 60:1-60:13 - 2018
- [j9]Kenes Beketayev
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
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
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
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
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
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
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
Generic matrix multiplication and memory management in linBox. ISSAC 2005: 216-223
Coauthor Index
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