• Source: Scopus
  • Calculated based on no. of publications stored in Pure and citations from Scopus
1978 …2021

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  • 2021

    An experimental study of balance in matrix factorization

    Hsia, J. & Ramadge, P. J., Mar 24 2021, 2021 55th Annual Conference on Information Sciences and Systems, CISS 2021. Institute of Electrical and Electronics Engineers Inc., 9400232. (2021 55th Annual Conference on Information Sciences and Systems, CISS 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • DiffLoop: Tuning PID controllers by differentiating through the feedback loop

    Kumar, A. R. & Ramadge, P. J., Mar 24 2021, 2021 55th Annual Conference on Information Sciences and Systems, CISS 2021. Institute of Electrical and Electronics Engineers Inc., 9400299. (2021 55th Annual Conference on Information Sciences and Systems, CISS 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2019

    Contact surface area: A novel signal for heart rate estimation in smartphone videos

    Fridovich-Keil, S. & Ramadge, P. J., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 444-448 5 p. 8646391. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Multi-dataset Low-rank Matrix Factorization

    Valavi, H. & Ramadge, P. J., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8692932. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2018

    A Mixed-Signal Binarized Convolutional-Neural-Network Accelerator Integrating Dense Weight Storage and Multiplication for Reduced Data Movement

    Valavi, H., Ramadge, P. J., Nestler, E. & Verma, N., Oct 22 2018, 2018 IEEE Symposium on VLSI Circuits, VLSI Circuits 2018. Institute of Electrical and Electronics Engineers Inc., p. 141-142 2 p. 8502421. (IEEE Symposium on VLSI Circuits, Digest of Technical Papers; vol. 2018-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    43 Scopus citations
  • An Upper-Bound on the Required Size of a Neural Network Classifier

    Valavi, H. & Ramadge, P. J., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2356-2360 5 p. 8461635. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2017

    A semi-supervised method for multi-subject FMRI functional alignment

    Turek, J. S., Willke, T. L., Chen, P. H. & Ramadge, P. J., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1098-1102 5 p. 7952326

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • Learning to identify container contents through tactile vibration signatures

    Chen, C. L., Snyder, J. O. & Ramadge, P. J., Feb 22 2017, 2016 IEEE International Conference on Simulation, Modeling, and Programming for Autonomous Robots, SIMPAR 2016. Institute of Electrical and Electronics Engineers Inc., p. 43-48 6 p. 7862373. (2016 IEEE International Conference on Simulation, Modeling, and Programming for Autonomous Robots, SIMPAR 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • 2016

    Enabling factor analysis on thousand-subject neuroimaging datasets

    Anderson, M. J., Capota, M., Turek, J. S., Zhu, X., Willke, T. L., Wang, Y., Chen, P. H., Manning, J. R., Ramadge, P. J. & Norman, K. A., Jan 1 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1151-1160 10 p. 7840719. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • 2014

    Collaborative representation, sparsity or nonlinearity: What is key to dictionary based classification?

    Chen, X. & Ramadge, P. J., Jan 1 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 5227-5231 5 p. 6854600. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • Joint SVD-Hyperalignment for multi-subject FMRI data alignment

    Chen, P. H., Guntupalli, J. S., Haxby, J. V. & Ramadge, P. J., Nov 14 2014, IEEE International Workshop on Machine Learning for Signal Processing, MLSP. Mboup, M., Adali, T., Moreau, E. & Larsen, J. (eds.). IEEE Computer Society, 6958912. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    12 Scopus citations
  • 2013

    Collaborative denoising of multi-subject fMRI data

    Lorbert, A., Guntupalli, J. S., Eis, D. J., Haxby, J. V. & Ramadge, P. J., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 1008-1012 5 p. 6637801. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Detecting stimulus driven changes in functional brain connectivity

    Xu, P., Xu, H. & Ramadge, P. J., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3507-3511 5 p. 6638310. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Lasso screening with a small regularization parameter

    Wang, Y., Xiang, Z. J. & Ramadge, P. J., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3342-3346 5 p. 6638277. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Scopus citations
  • Music genre classification using multiscale scattering and sparse representations

    Chen, X. & Ramadge, P. J., Aug 20 2013, 2013 47th Annual Conference on Information Sciences and Systems, CISS 2013. 6552324. (2013 47th Annual Conference on Information Sciences and Systems, CISS 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Scopus citations
  • Sparse representation classification via sequential Lasso screening

    Wang, Y., Chen, X. & Ramadge, P. J., 2013, 2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings. p. 1001-1004 4 p. 6737062. (2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • The 2-codeword screening test for lasso problems

    Wu, H. & Ramadge, P. J., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3307-3311 5 p. 6638270. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • The generalized lasso is reducible to a subspace constrained lasso

    Xu, H., Eis, D. J. & Ramadge, P. J., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3268-3272 5 p. 6638262

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • The Pairwise Elastic Net support vector machine for automatic fMRI feature selection

    Lorbert, A. & Ramadge, P. J., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 1036-1040 5 p. 6637807. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Scopus citations
  • Three structural results on the lasso problem

    Xu, P. & Ramadge, P. J., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3392-3396 5 p. 6638287

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Tradeoffs in improved screening of lasso problems

    Wang, Y., Xiang, Z. J. & Ramadge, P. J., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3297-3301 5 p. 6638268

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • 2012

    Fast lasso screening tests based on correlations

    Xiang, Z. J. & Ramadge, P. J., Oct 23 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 2137-2140 4 p. 6288334. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    53 Scopus citations
  • Kernel hyperalignment

    Lorbert, A. & Ramadge, P. J., Dec 1 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. Vol. 3. p. 1790-1798 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    16 Scopus citations
  • Regularized hyperalignment of multi-set fMRI data

    Xu, H., Lorbert, A., Ramadge, P. J., Guntupalli, J. S. & Haxby, J. V., 2012, 2012 IEEE Statistical Signal Processing Workshop, SSP 2012. p. 229-232 4 p. 6319668. (2012 IEEE Statistical Signal Processing Workshop, SSP 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    23 Scopus citations
  • 2011

    Learning a wavelet tree for multichannel image denoising

    Xiang, Z. J., Zhang, Z., Xu, P. & Ramadge, P. J., Dec 1 2011, ICIP 2011: 2011 18th IEEE International Conference on Image Processing. p. 2565-2568 4 p. 6116187. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Learning sparse representations of high dimensional data on large scale dictionaries

    Xiang, Z. J., Xu, H. & Ramadge, P. J., Dec 1 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. (Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    77 Scopus citations
  • Online kernel SVM for real-time fMRI brain state prediction

    Xi, Y. T., Xu, H., Lee, R. & Ramadge, P. J., Aug 18 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 2040-2043 4 p. 5946913. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • Real-time conjugate gradients for online fMRI classification

    Xu, H., Xi, Y. T., Lee, R. & Ramadge, P. J., Aug 18 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 565-568 4 p. 5946466. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • The grouped two-sided orthogonal Procrustes problem

    Conroy, B. R. & Ramadge, P. J., Aug 18 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 3688-3691 4 p. 5947151. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • The Rotational Lasso

    Lorbert, A. & Ramadge, P. J., Aug 18 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 3896-3899 4 p. 5947203. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2010

    A supervisory approach to semi-supervised clustering

    Conroy, B., Xi, Y. T. & Ramadge, P., 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. p. 1858-1861 4 p. 5495368. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Bridge detection and robust geodesics estimation via random walks

    Brevdo, E. & Ramadge, P. J., Nov 8 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. p. 2102-2105 4 p. 5495135

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Level set estimation on the sphere

    Lorbert, A. & Ramadge, P. J., Nov 8 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. p. 2202-2205 4 p. 5495725. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Morphological wavelets and the complexity of dyadic trees

    Xiang, Z. J. & Ramadge, P. J., Nov 8 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. p. 4030-4033 4 p. 5495757. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Morphological wavelet transform with adaptive dyadic structures

    Xiang, Z. J. & Ramadge, P. J., Dec 1 2010, 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings. p. 1677-1680 4 p. 5654033. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • 2009

    Boosting with spatial regularization

    Xiang, Z. J., Xi, Y. T., Hasson, U. & Ramadge, P. J., Dec 1 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 2107-2115 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    22 Scopus citations
  • Connecting spectral and spring methods for manifold learning

    Hughes, S. M. & Ramadge, P. J., Sep 23 2009, 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009. p. 1565-1568 4 p. 4959896. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • fMRI-based inter-subject cortical alignment using functional connectivity

    Conroy, B. R., Singer, B. D., Haxby, J. V. & Ramadge, P. J., Dec 1 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 378-386 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    28 Scopus citations
  • Separable PCA for image classification

    Xi, Y. T. & Ramadge, P. J., Sep 23 2009, 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009. p. 1805-1808 4 p. 4959956. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • Sparse boosting

    Xiang, Z. J. & Ramadge, P. J., Sep 23 2009, 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings, ICASSP 2009. p. 1625-1628 4 p. 4959911. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Using sparse regression to learn effective projections for face recognition

    Xi, Y. T. & Ramadge, P. J., Jan 1 2009, 2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings. IEEE Computer Society, p. 3333-3336 4 p. 5413913. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • 2005

    Gradient based optimization of an EMST image registration funtion

    Sabuncu, M. R. & Ramadge, P. J., Dec 1 2005, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. 1415389. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. II).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Scopus citations
  • Graph-theoretic image registration using prior examples

    Sabuncu, M. R. & Ramadge, P. J., Dec 1 2005, 13th European Signal Processing Conference, EUSIPCO 2005. p. 1491-1494 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • 2004

    Fast alignment of digital images using a lower bound on an entropy metric

    Sabuncu, M. R. & Ramadge, P. J., Dec 1 2004, 2004 International Conference on Image Processing, ICIP 2004. p. 1919-1922 4 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2001

    Estimating correspondence in digital video

    Radke, R., Zagorodnov, V., Kulkarni, S. & Ramadge, P. J., Jan 1 2001, Proceedings - International Conference on Information Technology: Coding and Computing, ITCC 2001. Institute of Electrical and Electronics Engineers Inc., p. 196-201 6 p. 918790. (Proceedings - International Conference on Information Technology: Coding and Computing, ITCC 2001).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • Using view interpolation for low bit-rate video

    Radke, R., Ramadge, P., Kulkarni, S. & Echigo, T., Jan 1 2001, IEEE International Conference on Image Processing. Vol. 1. p. 453-456 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • 2000

    Error stabilization in successive estimation of registration parameters

    Zagorodnov, V. & Ramadge, P. J., Dec 1 2000, IEEE International Conference on Image Processing. Vol. 1. p. 228-231 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • Recursive propagation of correspondences with applications to the creation of virtual video

    Radke, R., Ramadge, P., Kulkarni, S., Echigo, T. & Iisaku, S., Dec 1 2000, IEEE International Conference on Image Processing. Vol. 3.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • 1999

    Framework for measuring video similarity and its application to video query by example

    Tan, Y. P., Kulkarni, S. R. & Ramadge, P. J., Dec 1 1999, IEEE International Conference on Image Processing. IEEE, Vol. 2. p. 106-110 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    56 Scopus citations
  • 1996

    Extracting good features for motion estimation

    Tan, Y. P., Kulkarni, S. R. & Ramadge, P. J., Dec 1 1996, IEEE International Conference on Image Processing. Anon (ed.). IEEE, Vol. 1. p. 117-120 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Scopus citations