Sökresultat - "Perlmutter, Michael"

InfoGain Wavelets: Furthering the Design of Diffusion Wavelets for Graph-Structured Data

Johnson, David R., Krishnaswamy, Smita, Perlmutter, Michael

HiPoNet: A Multi-View Simplicial Complex Network for High Dimensional Point-Cloud and Single-Cell Data

Viswanath, Siddharth, Madhu, Hiren, Bhaskar, Dhananjay, Kovalic, Jake, Johnson, David R, Tape, Christopher, Adelstein, Ian, Ying, Rex, Perlmutter, Michael, Krishnaswamy, Smita

Directed Scattering for Knowledge Graph-Based Cellular Signaling Analysis

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

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

ProtSCAPE: Mapping the landscape of protein conformations in molecular dynamics

Viswanath, Siddharth, Bhaskar, Dhananjay, Johnson, David R., Rocha, Joao Felipe, Castro, Egbert, Grady, Jackson D., Grigas, Alex T., Perlmutter, Michael A., O'Hern, Corey S., Krishnaswamy, Smita

Convergence of Manifold Filter-Combine Networks

Johnson, David R., Chew, Joyce, Viswanath, Siddharth, De Brouwer, Edward, Needell, Deanna, Krishnaswamy, Smita, Perlmutter, Michael

Bayesian Spectral Graph Denoising with Smoothness Prior

Leone, Sam, Sun, Xingzhi, Perlmutter, Michael, Krishnaswamy, Smita

2024 58th Annual Conference on Information Sciences and Systems (CISS)

Hyperedge Representations with Hypergraph Wavelets: Applications to Spatial Transcriptomics

Sun, Xingzhi, Xu, Charles, Rocha, João F., Liu, Chen, Hollander-Bodie, Benjamin, Goldman, Laney, DiStasio, Marcello, Perlmutter, Michael, Krishnaswamy, Smita

A Flow Artist for High-Dimensional Cellular Data

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

2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP)

A Convergence Rate for Manifold Neural Networks

Chew, Joyce A., Needell, Deanna, Perlmutter, Michael

2023 International Conference on Sampling Theory and Applications (SampTA)

Towards a General Recipe for Combinatorial Optimization with Multi-Filter GNNs

Wenkel, Frederik, Cantürk, Semih, Horoi, Stefan, Perlmutter, Michael, Wolf, Guy

Wire Before You Walk

Asmara, Tesfa, Bhaskar, Dhananjay, Adelstein, Ian, Krishnaswamy, Smita, Perlmutter, Michael

2023 57th Asilomar Conference on Signals, Systems, and Computers

Mapping the gene space at single-cell resolution with gene signal pattern analysis

Venkat, Aarthi, Leone, Sam, Youlten, Scott E., Fagerberg, Eric, Attanasio, John, Joshi, Nikhil S., Perlmutter, Michael^{Aff5, Aff6}, Krishnaswamy, Smita^{Aff1, Aff2, Aff3, Aff7, Aff8, IDs43588024007340_cor1}

Bayesian Formulations for Graph Spectral Denoising

Leone, Sam, Sun, Xingzhi, Perlmutter, Michael, Krishnaswamy, Smita

BLIS-Net: Classifying and Analyzing Signals on Graphs

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

Molecular Graph Generation via Geometric Scattering

Bhaskar, Dhananjay, Grady, Jackson, Castro, Egbert, Perlmutter, Michael, Krishnaswamy, Smita

2022 IEEE 32nd International Workshop on Machine Learning for Signal Processing (MLSP)

Scattering Statistics of Generalized Spatial Poisson Point Processes

Perlmutter, Michael, He, Jieqian, Hirn, Matthew

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

DYMAG: Rethinking Message Passing Using Dynamical-systems-based Waveforms

Bhaskar, Dhananjay, Sun, Xingzhi, Zhang, Yanlei, Xu, Charles, Afrasiyabi, Arman, Viswanath, Siddharth, Fasina, Oluwadamilola, Nickel, Maximilian, Wolf, Guy, Perlmutter, Michael, Krishnaswamy, Smita

Directed Scattering for Knowledge Graph-based Cellular Signaling Analysis

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

Manifold Filter-Combine Networks

Johnson, David R., Chew, Joyce A., De Brouwer, Edward, Krishnaswamy, Smita, Needell, Deanna, Perlmutter, Michael

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