Smita Krishnaswamy

Mila - Quebec AI Institute

Quebec

Canada

Yale University - Department of Genetics

333 Cedar Street

New Haven, CT 06520

United States

Yale University - Department of Computer Science

P.O. Box 208285

New Haven, CT

United States

  • Yale University - Department of Genetics

  • Yale University - Department of Computer Science

SCHOLARLY PAPERS

6

DOWNLOADS

210

SSRN CITATIONS

9

CROSSREF CITATIONS

0

Scholarly Papers (6)

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1.

Recovering Gene Interactions from Single-Cell Data Using Data Diffusion

Number of pages: 104 Posted: 13 Apr 2018
David Van Dijk, Roshan Sharma, Juoas Nainys, Kristina Yim, Pooja Kathail, Ambrose Carr, Cassandra Burdziak, Kevin R. Moon, Christine L. Chaffer, Diwakar Pattabiraman, Brian Bierie, Linas Mazutis, Guy Wolf, Guy Wolf, Smita Krishnaswamy, Smita Krishnaswamy, Smita Krishnaswamy and Dana Pe’er
Memorial Sloan Kettering Cancer Center - Program for Computational and Systems Biology, Memorial Sloan Kettering Cancer Center - Program for Computational and Systems Biology, Vilnius University - Sector of Microtechnologies, Yale University - Department of Genetics, Memorial Sloan Kettering Cancer Center - Program for Computational and Systems Biology, Memorial Sloan Kettering Cancer Center - Program for Computational and Systems Biology, Memorial Sloan Kettering Cancer Center - Program for Computational and Systems Biology, Yale University - Department of Genetics, Garvan Institute of Medical Research, Massachusetts Institute of Technology (MIT) - Whitehead Institute for Biomedical Research, Massachusetts Institute of Technology (MIT) - Whitehead Institute for Biomedical Research, Memorial Sloan Kettering Cancer Center - Program for Computational and Systems Biology, Yale University - Applied Mathematics ProgramMila - Quebec AI Institute, Yale University - Department of GeneticsYale University - Department of Computer ScienceMila - Quebec AI Institute and Memorial Sloan Kettering Cancer Center - Program for Computational and Systems Biology
Downloads 65 (506,536)
Citation 8

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2.

A Reservoir of Stem-Like CD8 T Cells in the Tumor-Draining Lymph Node Maintains the Ongoing Anti-Tumor Immune Response

Number of pages: 67 Posted: 02 Jul 2020
Kelli Connolly, Manik Kuchroo, Manik Kuchroo, Aarthi Venkat, Achia Khatun, Brittany Fitzgerald, Martina Damo, Moujtaba Y. Kasmani, Can Cui, Isabel Monroy, Amanda Hutchins, Weiguo Cui, Smita Krishnaswamy, Smita Krishnaswamy, Smita Krishnaswamy and Nikhil S. Joshi
Yale University - Department of Immunobiology, Yale University - Department of Genetics and Computer ScienceYale University - Department of Neuroscience, Yale University - Computational Biology and Bioinformatics Program, Medical College of Wisconsin - Department of Microbiology and Immunology, Yale University - Department of Immunobiology, Yale University School of Medicine - Department of Immunobiology, Medical College of Wisconsin - Department of Microbiology and Immunology, Yale University School of Medicine - Department of Immunobiology, Yale University - Department of Immunobiology, Yale University - Department of Immunobiology, Medical College of Wisconsin - Department of Microbiology and Immunology, Yale University - Department of GeneticsYale University - Department of Computer ScienceMila - Quebec AI Institute and Yale University - Department of Immunobiology
Downloads 56 (544,476)

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3.

Visualizing Structure and Transitions for Biological Data Exploration

Number of pages: 65 Posted: 10 Apr 2018
Kevin R. Moon, David van Dijk, Zheng Wang, Daniel Burkhardt, William S. Chen, Kristina Yim, Antonia van den Elzen, Matthew J. Hirn, Ronald R. Coifman, Natalia B. Ivanova, Guy Wolf, Guy Wolf, Smita Krishnaswamy, Smita Krishnaswamy and Smita Krishnaswamy
Yale University - Department of Genetics, Yale University - Department of Genetics, Yale University - Yale Stem Cell Center, Yale University - Department of Genetics, Yale University - Department of Genetics, Yale University - Department of Genetics, Yale University - Department of Genetics, Michigan State University - Department of Mathematics, Yale University - Applied Mathematics Program, Yale University - Yale Stem Cell Center, Yale University - Applied Mathematics ProgramMila - Quebec AI Institute and Yale University - Department of GeneticsYale University - Department of Computer ScienceMila - Quebec AI Institute
Downloads 40 (625,612)
Citation 7

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4.

Multiscale PHATE Exploration of SARS-CoV-2 Data Reveals Multimodal Signatures of Disease

Number of pages: 51 Posted: 23 Nov 2020
Manik Kuchroo, Manik Kuchroo, Jessie Huang, Patrick Wong, Jean-Christophe Grenier, Dennis Shung, Alexander Tong, Carolina Lucas, Jon Klein, Daniel Burkhardt, Scott Gigante, Abhinav Godavarthi, Benjamin Goldman-Israelow, Tianyang Mao, Ji Eun Oh, Julio Silva, Takehiro Takahashi, Camila Odio, Arnau Casanovas-Massana, John Fournier, Yale IMPACT Team, Shelli Farhadian, Charles S. Dela Cruz, Albert Ko, Francis Perry Wilson, Julie Hussin, Guy Wolf, Guy Wolf, Akiko Iwasaki, Smita Krishnaswamy, Smita Krishnaswamy and Smita Krishnaswamy
Yale University - Department of Genetics and Computer ScienceYale University - Department of Neuroscience, Yale University - Department of Computer Science, Yale University - Department of Immunobiology, Montreal Heart Institute, Yale University - Department of Medicine, Yale University - Department of Computer Science, Yale University - Department of Immunobiology, Yale University - Department of Immunobiology, Yale University - Department of Genetics, Yale University - Computational Biology, Yale University - Department of Applied Mathematics, Yale University - Department of Immunobiology, Yale University - Department of Immunobiology, Yale University - Department of Immunobiology, Yale University - Department of Immunobiology, Yale University - Department of Immunobiology, Yale University - Department of Medicine, Yale University - Department of Epidemiology of Microbial Diseases, Yale University - Department of Medicine, Independent, Yale School of Medicine - Section of Infectious Diseases, Yale University - Section of Pulmonary and Critical Care and Sleep Medicine, Yale School of Public Health - Department of Epidemiology of Microbial Diseases, Yale University - Clinical and Translational Research Accelerator, Montreal Heart Institute, Yale University - Applied Mathematics ProgramMila - Quebec AI Institute, Yale University - Department of Immunobiology and Yale University - Department of GeneticsYale University - Department of Computer ScienceMila - Quebec AI Institute
Downloads 27 (710,252)

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5.

Topological Analysis of Single-Cell Hierarchy Reveals Inflammatory Glial Landscape of Macular Degeneration

Number of pages: 51 Posted: 29 Sep 2021
Manik Kuchroo, Manik Kuchroo, Marcello DiStasio, Eric Song, Eda Calapkulu, Le Zhang, Maryam Ige, Amar H. Sheth, Madhvi Menon, Madhvi Menon, Alexander Tong, Abhinav Godavarthi, Yu Xing, Scott Gigante, Holly Steach, Jessie Huang, Guillaume Huguet, Janhavi Narain, George Mourgkos, Rahul M. Dhodapkar, Matthew J. Hirn, Matthew J. Hirn, Bastian Rieck, Guy Wolf, Guy Wolf, Smita Krishnaswamy, Smita Krishnaswamy, Smita Krishnaswamy and Brian P. Hafler
Yale University - Department of Genetics and Computer ScienceYale University - Department of Neuroscience, Yale University - Department of Pathology, Yale University - Department of Ophthalmology and Visual Science, Yale University - Department of Ophthalmology and Visual Science, Yale University - Department of Neurology, Yale University - School of Medicine, Yale University - School of Medicine, University of Manchester - Lydia Becker Institute of Immunology and InflammationUniversity of Manchester - Division of Infection, Immunity and Respiratory Medicine, Yale University - Department of Computer Science, Yale University - Department of Applied Mathematics, Yale University - Department of Ophthalmology and Visual Science, Yale University - Computational Biology, Yale University - Department of Immunobiology, Yale University - Department of Computer Science, Mila - Quebec AI Institute, Rutgers University, New Brunswick - Department of Computer Science, Yale University - Department of Pathology, Yale University - School of Medicine, Michigan State UniversityMichigan State University - Department of Computational Mathematics, Science and Engineering, ETH Zürich - Department of Biosystems Science and Engineering, Yale University - Applied Mathematics ProgramMila - Quebec AI Institute, Yale University - Department of GeneticsYale University - Department of Computer ScienceMila - Quebec AI Institute and Yale University - Department of Pathology
Downloads 20 (766,593)

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retina, neurodegeneration, age-related macular degeneration, manifold learning, data-diffusion, clustering, single-cell transcriptomics, machine learning, glia, earth mover's distance

6.

Geometric Scattering on Measure Spaces

Number of pages: 61 Posted: 22 Dec 2022
Joyce Chew, Matthew Hirn, Smita Krishnaswamy, Smita Krishnaswamy, Smita Krishnaswamy, Deanna Needell, Michael Perlmutter, Holly Steach, Siddharth Viswanath and Hau-Tieng Wu
affiliation not provided to SSRN, Michigan State University, Yale University - Department of GeneticsYale University - Department of Computer ScienceMila - Quebec AI Institute, affiliation not provided to SSRN, affiliation not provided to SSRN, Yale University - Department of Immunobiology, University of California Irvine and Duke University
Downloads 2 (944,715)

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Geometric Deep Learning, Manifold Learning, Scattering Transforms, Stability and Invariance