Mathematics Department

Filter
Conference contribution

Search results

  • 2024

    Bayesian Spectral Graph Denoising with Smoothness Prior

    Leone, S., Sun, X., Perlmutter, M. & Krishnaswamy, S., 2024, 2024 58th Annual Conference on Information Sciences and Systems, CISS 2024. Institute of Electrical and Electronics Engineers Inc., (2024 58th Annual Conference on Information Sciences and Systems, CISS 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • DIRECTED SCATTERING FOR KNOWLEDGE GRAPH-BASED CELLULAR SIGNALING ANALYSIS

    Venkat, A., Chew, J., Rodriguez, F. C., Tape, C. J., Perlmutter, M. & Krishnaswamy, S., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 9761-9765 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Inferring Metabolic States from Single Cell Transcriptomic Data via Geometric Deep Learning

    Steach, H. R., Viswanath, S., He, Y., Zhang, X., Ivanova, N., Hirn, M., Perlmutter, M. & Krishnaswamy, S., 2024, Research in Computational Molecular Biology - 28th Annual International Conference, RECOMB 2024, Proceedings. Ma, J. (ed.). Springer Science and Business Media Deutschland GmbH, p. 235-252 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14758 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2023

    A Convergence Rate for Manifold Neural Networks

    Chew, J. A., Needell, D. & Perlmutter, M., 2023, 2023 International Conference on Sampling Theory and Applications, SampTA 2023. Institute of Electrical and Electronics Engineers Inc., (2023 International Conference on Sampling Theory and Applications, SampTA 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • A Flow Artist for High-Dimensional Cellular Data

    MacDonald, K., Bhaskar, D., Thampakkul, G., Nguyen, N., Zhang, J., Perlmutter, M., Adelstein, I. & Krishnaswamy, S., 2023, Proceedings of the 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing, MLSP 2023. Comminiello, D. & Scarpiniti, M. (eds.). IEEE Computer Society, (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2023-September).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Wire before You Walk

    Asmara, T., Bhaskar, D., Adelstein, I., Krishnaswamy, S. & Perlmutter, M., 2023, Conference Record of the 57th Asilomar Conference on Signals, Systems and Computers, ACSSC 2023. Matthews, M. B. (ed.). IEEE Computer Society, p. 714-716 3 p. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2022

    Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem?

    Min, Y., Wenkel, F., Perlmutter, M. A. & Wolf, G., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • CYCLES OF EVIDENCE COLLECTION IN THE DEVELOPMENT OF A MEASURE OF TEACHER KNOWLEDGE

    Cavey, L. O., Totorica, T., Mo, Y. & Carney, M., 2022, Proceedings of the 45th Conference of the International Group for the Psychology of Mathematics Education, 2022. Fernández, C., Llinares, S., Gutiérrez, Á. & Planas, N. (eds.). Psychology of Mathematics Education (PME), p. 115-122 8 p. (Proceedings of the International Group for the Psychology of Mathematics Education; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep Learning Based Side Channel Attacks on Lightweight Cryptography (Student Abstract)

    Benjamin, A., Herzoff, J., Babinkostova, L. & Serra, E., 30 Jun 2022, IAAI-22, EAAI-22, AAAI-22 Special Programs and Special Track, Student Papers and Demonstrations. p. 12911-12912 2 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations

  • Identifying ATT&CK Tactics in Android Malware Control Flow Graph through Graph Representation Learning and Interpretability (Student Abstract)

    Fairbanks, J., Orbe, A., Patterson, C., Serra, E. & Scheepers, M., 30 Jun 2022, IAAI-22, EAAI-22, AAAI-22 Special Programs and Special Track, Student Papers and Demonstrations. p. 12941-12942 2 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Molecular Graph Generation via Geometric Scattering

    Bhaskar, D., Grady, J., Castro, E., Perlmutter, M. & Krishnaswamy, S., 2022, 2022 IEEE 32nd International Workshop on Machine Learning for Signal Processing, MLSP 2022. IEEE Computer Society, (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2022-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations

  • Predicting the Influence of Fake and Real News Spreaders (Student Abstract)

    Zhang, A., Brookhouse, A., Hammer, D., Spezzano, F. & Babinkostova, L., 30 Jun 2022, IAAI-22, EAAI-22, AAAI-22 Special Programs and Special Track, Student Papers and Demonstrations. p. 13107-13108 2 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations

  • SCATTERING STATISTICS OF GENERALIZED SPATIAL POISSON POINT PROCESSES

    Perlmutter, M., He, J. & Hirn, M., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5528-5532 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations
  • 2021

    Identifying ATTCK Tactics in Android Malware Control Flow Graph Through Graph Representation Learning and Interpretability

    Fairbanks, J., Orbe, A., Patterson, C., Layne, J., Serra, E. & Scheepers, M., 2021, Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021. Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5602-5608 7 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    15 Scopus citations

  • MagNet: A Neural Network for Directed Graphs

    Zhang, X., He, Y., Brugnone, N., Perlmutter, M. & Hirn, M., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). p. 27003-27015 13 p. (Advances in Neural Information Processing Systems; vol. 32).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    66 Scopus citations

  • Side-channel Leakage Assessment Metrics: A Case Study of GIFT Block Ciphers

    Unger, W., Babinkostova, L., Borowczak, M. & Erbes, R., Jul 2021, Proceedings - 2021 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2021. IEEE Computer Society, p. 236-241 6 p. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2021-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Scopus citations
  • 2019

    Geometric wavelet scattering on graphs and manifolds

    Gao, F., Hirn, M., Perlmutter, M. & Wolf, G., 2019, Wavelets and Sparsity XVIII. Van De Ville, D., Van De Ville, D., Papadakis, M. & Lu, Y. M. (eds.). 111380Q. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11138).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2014

    ForestClaw: Hybrid forest-of-octrees AMR for hyperbolic conservation laws

    Burstedde, C., Calhoun, D., Mandli, K. & Terrel, A. R., 2014, Parallel Computing: Accelerating Computational Science and Engineering (CSE). p. 253-262 10 p. (Advances in Parallel Computing; vol. 25).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    17 Scopus citations
  • 2011

    The role of floating point precision in two- and three-dimensional high Rayleigh Bénard convection modeled on Fermi GPU

    Sanchez, D. A., Yuen, D. A., Sun, Y. & Wright, G. B., 2011, Proc. - 14th IEEE Int. Conf. on Computational Science and Engineering, CSE 2011 and 11th Int. Symp.on Pervasive Systems, Algorithms, and Networks, I-SPAN 2011 and 10th IEEE Int. Conf. IUCC 2011. p. 606-610 5 p. 6062938. (Proc. - 14th IEEE Int. Conf. on Computational Science and Engineering, CSE 2011 and 11th Int. Symp. on Pervasive Systems, Algorithms, and Networks, I-SPA 2011 and 10th IEEE Int. Conf. on IUCC 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2008

    New high-resolution field surveying methods for validation of crown attributes from 3D scanning laser data

    Kato, A., Monika Moskal, L., Stuetzle, W., Swanson, M. E., Schiess, P. & Calhoun, D., 2008, American Society for Photogrammetry and Remote Sensing - American Society for Photogrammetry and Remote Sensing Annual Conf. 2008 - Bridging the Horizons: New Frontiers in Geospatial Collaboratio. p. 323-331 9 p. (American Society for Photogrammetry and Remote Sensing - ASPRS Annual Conference 2008 - Bridging the Horizons: New Frontiers in Geospatial Collaboration; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2007

    A wrapped-surface reconstruction method of lidar points to identify tree crown attributes

    Kato, A., Moskal, L. M., Swanson, M. E., Schiess, P. & Calhoun, D., 2007, American Society for Photogrammetry and Remote Sensing - 28th Canadian Symposium on Remote Sensing and ASPRS Fall Specialty Conference 2007. p. 134-142 9 p. (American Society for Photogrammetry and Remote Sensing - 28th Canadian Symposium on Remote Sensing and ASPRS Fall Specialty Conference 2007).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Digital surface model of tree canopy structure from LIDAR data through implicit surface reconstruction

    Kato, A., Schreuder, G. F., Calhoun, D., Schiess, P. & Stuetzle, W., 2007, American Society for Photogrammetry and Remote Sensing - ASPRS Annual Conference 2007: Identifying Geospatial Solutions. p. 347-358 12 p. (American Society for Photogrammetry and Remote Sensing - ASPRS Annual Conference 2007: Identifying Geospatial Solutions; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Wave propagation algorithms and adaptive mesh refinement for CFD simulations of potential hydrogen explosions in nuclear containment structures

    Calhoun, D. & Paillère, H., 2007, Joint International Topical Meeting on Mathematics and Computations and Supercomputing in Nuclear Applications, M and C + SNA 2007. (Joint International Topical Meeting on Mathematics and Computations and Supercomputing in Nuclear Applications, M and C + SNA 2007).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2000

    A strong and mechanizable grand logic*

    Randall, M., 2000, Theorem Proving in Higher Order Logics - 13th International Conference, TPHOLs 2000, Proceedings. Aagaard, M. & Harrison, J. (eds.). Springer Verlag, p. 283-300 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1869).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Solving multiphase equations from a dynamical systems point of view

    Brill, S. H., 2000, Computational methods in water resources - Volume 1 - Computational methods for subsurface flow and transport. Bentley, L. R., Sykes, J. F., Brebbia, C. A., Gray, W. G., Pinder, G. F., Bentley, L. R., Sykes, J. F., Brebbia, C. A., Gray, W. G. & Pinder, G. F. (eds.). p. 183-188 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 1995

    Disguising recursively chained rewrite rules as equational theorems, as implemented in the prover EFTTP mark 2

    Holmes, M. R., 1995, Rewriting Techniques and Applications - 6th Intemational Conference, RTA 1995, Proceedings. Hsiang, J. (ed.). Springer Verlag, p. 432-437 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 914).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Untyped λ-calculus with relative typing

    Holmes, M. R., 1995, Typed Lambda Calculi and Applications - 2nd International Conference on Typed Lambda Calculi and Applications, TLCA 1995, Proceedings. Dezani-Ciancaglini, M. & Plotkin, G. (eds.). Springer Verlag, p. 235-248 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 902).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 1994

    Object oriented framework for dynamical systems modeling: implementation in C++

    Calhoun, D. & Lewandowski, A., 1994, Proceedings of the IEEE Annual Simulation Symposium. Anon (ed.). p. 70-77 8 p. (Proceedings of the IEEE Annual Simulation Symposium).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations