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

SCHOLARLY PAPERS

6

DOWNLOADS

210

SSRN CITATIONS

9

CROSSREF CITATIONS

0

Scholarly Papers (6)

1.

Recovering Gene Interactions from Single-Cell Data Using Data Diffusion

Number of pages: 104 Posted: 13 Apr 2018
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

Abstract:

Loading...

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
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)

Abstract:

Loading...

3.

Visualizing Structure and Transitions for Biological Data Exploration

Number of pages: 65 Posted: 10 Apr 2018
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

Abstract:

Loading...

4.

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

Number of pages: 51 Posted: 23 Nov 2020
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)

Abstract:

Loading...

5.

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

Number of pages: 51 Posted: 29 Sep 2021
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)

Abstract:

Loading...

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)

Abstract:

Loading...

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