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Smita Krishnaswamy

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Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy

Dec 04, 2023
Danqi Liao, Chen Liu, Benjamin W. Christensen, Alexander Tong, Guillaume Huguet, Guy Wolf, Maximilian Nickel, Ian Adelstein, Smita Krishnaswamy

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Bayesian Formulations for Graph Spectral Denoising

Nov 27, 2023
Sam Leone, Xingzhi Sun, Michael Perlmutter, Smita Krishnaswamy

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BLIS-Net: Classifying and Analyzing Signals on Graphs

Oct 26, 2023
Charles Xu, Laney Goldman, Valentina Guo, Benjamin Hollander-Bodie, Maedee Trank-Greene, Ian Adelstein, Edward De Brouwer, Rex Ying, Smita Krishnaswamy, Michael Perlmutter

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Graph topological property recovery with heat and wave dynamics-based features on graphs

Sep 19, 2023
Dhananjay Bhaskar, Yanlei Zhang, Charles Xu, Xingzhi Sun, Oluwadamilola Fasina, Guy Wolf, Maximilian Nickel, Michael Perlmutter, Smita Krishnaswamy

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Directed Scattering for Knowledge Graph-based Cellular Signaling Analysis

Sep 14, 2023
Aarthi Venkat, Joyce Chew, Ferran Cardoso Rodriguez, Christopher J. Tape, Michael Perlmutter, Smita Krishnaswamy

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A Flow Artist for High-Dimensional Cellular Data

Jul 31, 2023
Kincaid MacDonald, Dhananjay Bhaskar, Guy Thampakkul, Nhi Nguyen, Joia Zhang, Michael Perlmutter, Ian Adelstein, Smita Krishnaswamy

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Manifold Filter-Combine Networks

Jul 25, 2023
Joyce Chew, Edward De Brouwer, Smita Krishnaswamy, Deanna Needell, Michael Perlmutter

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Inferring dynamic regulatory interaction graphs from time series data with perturbations

Jun 13, 2023
Dhananjay Bhaskar, Sumner Magruder, Edward De Brouwer, Aarthi Venkat, Frederik Wenkel, Guy Wolf, Smita Krishnaswamy

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Neural FIM for learning Fisher Information Metrics from point cloud data

Jun 12, 2023
Oluwadamilola Fasina, Guillaume Huguet, Alexander Tong, Yanlei Zhang, Guy Wolf, Maximilian Nickel, Ian Adelstein, Smita Krishnaswamy

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