Publications

Preprints

Refereed Journal Publications

• Byung-soo Kim, Jae Young Park, Anna C. Gilbert, Silvio Savarese, Hierarchical Classification of Images by Sparse Approximation, submitted, 2012.
• P. Yenduri, A. Rocca, A. Rao, S. Naraghi, M. Flynn, and A. Gilbert, A low power compressive sampling time-based analog to digital converter, submitted, March 2012.
• D. Yoon, J. A. Fessler, A. C. Gilbert, and D. C. Noll, Fast joint design method for parallel excitation RF pulse and gradient waveforms considering off-resonance, Magnetic Resonance in Medicine, vol. 68, issue 1, 2012, pp. 278---285.
• Anna C. Gilbert, Yi Li, Ely Porat, Martin Strauss, Approximate Sparse Recovery: Optimizing Time and Measurements, to appear in SIAM Journal on Computation, 2012.
• Paul Shearer, Richard A. Frazin, Alfred O. Hero, Anna C. Gilbert, The first stray light corrected EUV images of solar coronal holes, The Astrophysical Journal Letters, volume 749 (1), 2012.
• Vishal M. Patel, Ray Maleh, Anna C. Gilbert, and Rama Chellappa, Gradient-based image recovery methods from incomplete Fourier measurements, IEEE Transactions on Image Processing, vol. 21 (1), 2012, pp.94--105.
• Melina Demertzi, Pedro C Diniz, Mary W Hall, Anna C Gilbert, and Yi Wang, Domain-Specific Optimization of Signal Recognition Targeting FPGAs, ACM Transactions on Reconfigurable Technology and Systems, vol. 4 (2), 2011, p. 1--26.
• Raghunandan M. Kainkaryam, Angela Bruex, Anna C. Gilbert, John Schiefelbein, Peter J. Woolf, poolMC: Smart pooling of mRNA samples in microarray experiments, BMC Bioinformatics vol. 11, no. 299, 2010.
• A. C. Gilbert, P. Indyk, Sparse recovery using sparse matrices, Proceedings of the IEEE, vol. 98, issue 6, 2010, pp. 937--947.
• A. C. Gilbert, M. J. Strauss, J. A. Tropp, A Tutorial on Fast Fourier Sampling, IEEE Signal Processing Magazine, vol. 25, no. 2, 2008, pp. 57--66.
• A. C. Gilbert, M. J. Strauss, Analysis of Data Streams: Computational and Algorithmic Challenges, Technometrics, vol. 49, no. 3, August 2007, pp. 346--356.
• M. A. Iwen, A. C. Gilbert, M. J. Strauss, Empirical evaluation of a sub-linear time sparse DFT algorithm, Communications in Mathematical Sciences, vol. 5, no. 4, 2007, pp. 981--998.
• Joel A. Tropp, Anna C. Gilbert, Signal recovery from random measurements via Orthogonal Matching Pursuit, IEEE Trans. on Info. Theory, vol. 53, no. 12, 2007, pp. 4655--4666.
• J. Zou, A. Gilbert, M. Strauss, and I. Daubechies, Theoretical and Experimental Analysis of a Randomized Algorithm for Sparse Fourier Transform Analysis, Journal of Computational Physics, vol. 211, No. 2, 2006, pp. 572--595.
• A. C. Gilbert, M. J. Strauss, and J. A. Tropp, Algorithms for Simultaneous Sparse Approximation. Part I: Greedy Pursuit, Special issue on sparse approximations in signal and image processing of EURASIP J. Signal Processing, Vol. 86, April 2006, pp. 572-588.
• J. Fong, A. C. Gilbert, S. Kannan, and M. Strauss, Better alternatives to OSPF routing, special issue of Algorithmica on network design, vol. 43, Nos. 1-2, 2005, pp. 113-131.
• A. C. Gilbert, Y. Kotidis, S. Muthukrishnan, and M. Strauss, Domain-driven data synopses for dynamic quantiles, IEEE Transactions on Knowledge and Data Engineering, vol. 17, no. 7, 2005, pp. 927--938.
• Don Caldwell, Anna Gilbert, Joel Gottlieb, Albert Greenberg, Gisli Hjalmtysson, Jennifer Rexford, The cutting EDGE of IP router configuration, Computer Communication Review 34(1): 21--26 (2004).
• A. C. Gilbert, Y. Kotidis, S. Muthukrishnan, and M. J. Strauss, One-pass wavelet decompositions of data streams, IEEE Transactions on Knowledge and Data Engineering, vol. 15, no. 3, 2003, pp. 541--554.
• S. Resnick, G. Samorodnitsky, A. Gilbert, and W. Willinger, Wavelet analysis of conservative cascades, Bernoulli, No. 1, 2003.
• A. C. Gilbert, Multiscale analysis and data networks, Applied and Computational Harmonic Analysis, vol. 10, no. 3, pp. 185--202, May 2001.
• Y. Joo, V. Ribeiro, A. Feldmann, A. C. Gilbert, and W. Willinger, TCP/IP traffic dynamics and network performance: A lesson in workload modeling, flow control, and trace-driven simulations, ACM SIGCOMM Computer Communication Review, 2001.
• A. C. Gilbert, W. Willinger, A. Feldmann, Scaling analysis of random cascades, with applications to network traffic, IEEE Trans. on Information Theory, Vol. 45, 3, 1999, pp. 971--991.
• A. Feldmann, A. C. Gilbert, W. Willinger and T. G. Kurtz, The changing nature of network traffic: Scaling phenomena, ACM SIGCOMM Computer Communication Review, Vol. 28, 2, April 1998, pp. 5--29.
• A. C. Gilbert, A comparison of multiresolution and classical one-dimensional homogenization schemes, Applied and Computational Harmonic Analysis, vol. 5, no. 1, January 1998, pp. 1--35.
• G. Beylkin, M. E. Brewster and A. C. Gilbert, A multiresolution strategy for numerical reduction and homogenization of nonlinear ODEs, Applied and Computational Harmonic Analysis, vol. 5, no. 4, October 1998, pp. 312--331.

Refereed Conference Publications

• Praveen Yenduri and Anna C. Gilbert, Compressive, Collaborative Spectrum Sensing for Wideband Cognitive Radios, The Ninth International Symposium on Wireless Communication Systems, 2012.
• Petros Boufounos, Volkan Cevher, Anna C. Gilbert,Yi Li, and Martin J. Strauss, What's the frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid, Proceedings of RANDOM/APPROX 2012, 2012.
• Praveen K. Yenduri, Anna C. Gilbert, and Jun Zhang, Integrate-and-Fire Neuron Modeled as a Low-Rate Sparse Time-Encoding Device, Proceedings of Third International Conference on Intelligent Control and Information Processing, 2012.
• Anna C. Gilbert, Brett Hemenway, Atri Rudra, Martin J. Strauss, and Mary Wootters, Recovering simple signals, Proceedings of Information Theory and Applications, 2012, pp. 382---391.
• B. S. Kim, J. Y. Park, A. Mohan, A. Gilbert, and S. Savarese, Hierarchical classification of images by sparse approximation, in J. Hoey, S. McKenna, and E. Trucco, editors, Proceedings of the British Machine Vision Conference, BMVC Press, September 2011.
• S. M. O'Connor, J. P. Lynch, and A. C. Gilbert, Compressive sensing approach for structural health monitoring of ship hulls, in F.-K. Chang, editor, Proceedings of the Eighth International Workshop on Structural Health Monitoring, pages 1675--1683. DESTech Publications, Inc., 2011.
• P. Yenduri, A. Gilbert, M. Flynn, and S. Naraghi, Rand PPM: A low-power compressive sampling analog to digital converter, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 5980--5983, 2011.
• Daehyun Yoon, Jeffrey A. Fessler, Jon-Frederik Nielsen, Anna C. Gilbert, and Douglas C. Noll, Non-convex greedy compressed sensing for phase contrast MRI, in Proceedings of ISMRM, Stockholm SWEDEN, 2010.
• Daehyun Yoon, Jeffrey A. Fessler, Anna C. Gilbert, and Douglas C. Noll A fast parallel excitation pulse design for efficient selection and ordering of PE locations with B0 field inhomogeneity, in Proceedings of ISMRM, Montreal, CANADA, 2011.
• Praveen K. Yenduri, Anna C. Gilbert, Michael P. Flynn, and Shahrzad Naraghi, Rand PPM: A low power compressive sampling analog to digital converter, to appear in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2011.
• Xiangming Kong, Peter Petre, Roy Matic, Anna Gilbert, Martin Strauss, An analog-to-information converter for wideband signals using a time encoding machine, in Proceedings of Digital Signal Processing Workshop and IEEE Signal Processing Education Workshop (DSP/SPE), 2011, pages 414--419.
• Anna C. Gilbert, Yi Li, Ely Porat, Martin J. Strauss, Approximate sparse recovery: optimizing time and measurements, in Proc. of ACM Symposium on Theory of Computing 2010, STOC 2010, pp. 475--484.
• Daehyun Yoon, Ray Maleh, Anna C. Gilbert, J. A. Fessler, Douglas C. Noll, Fast selection of phase encoding locations in parallel excitation, in Proc. Intl. Soc. Mag. Res. Med., 2009, p. 2595.
• R. Maleh, D. Yoon, A. C. Gilbert, Fast Algorithm for Sparse Signal Approximation using Multiple Additive Dictionaries, in Proc. of Signal Processing with Adaptive Sparse Structured Representations (SPARS), 2009.
• Melina Demertzi, Pedro C. Diniz, Mary W. Hall, Anna C. Gilbert, Yi Wang, Computation reuse in domain-specific optimization of signal recognition, in Proc. of FPGA, 2009, p. 281.
• V. Cevher, P. Boufounos, R. G. Baraniuk, A. C. Gilbert, M. J. Strauss, Near-optimal Bayesian localization via incoherence and sparsity, in Proc. of International Conference on Information Processing in Sensor Networks, 2009, pp. 205--216.
• Daehyun Yoon, Ray Maleh, Anna C. Gilbert, J. A. Fessler, Douglas C. Noll, Sparsity in MRI parallel excitation, in Proc. of Houston Society for Engineering in Medicine and Biology Conf., p. 55, 2009. Invited presentation for ``Sparsity-driven medical imaging'' symposium.
• M. Demertzi, P. C. Diniz, M. W. Hall, A. C. Gilbert, Yi Wang, The potential of computation reuse in high-level optimization of a signal recognition system, in Proc. of IEEE International Symposium on Parallel and Distributed Processing (IPDPS), 2008, pp. 1--5.
• R. Berinde, A. C. Gilbert, P. Indyk, H. Karloff, M. J. Strauss, Combining geometry and combinatorics: A unified approach to sparse signal recovery, in Proc. of 46th Annual Allerton Conference on Communication, Control, and Computing, 2008, pp. 798--805.
• A. C. Gilbert, M. A. Iwen, M. J. Strauss, Group testing and sparse signal recovery, in Proc. of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008, pp. 1059--1063.
• R. Maleh, A. C. Gilbert, Sublinear recovery of sparse wavelet signals, proceedings of Data Compression Conference (DCC) 2008, 2008.
• Y. Massound, S. Pfetsch, T. Ragheb, J. Laska, H. Nejati, A. Gilbert, M. Strauss, R. Baraniuk, On the feasibility of hardware implementation of sub-Nyquist random-sampling based analog-to-information conversion, proceedings of IEEE Interational Symposium on Circuits and Systems (ISCAS) 2008, 2008.
• A. C. Gilbert, M. J. Strauss, Fundamental performance bounds for a compressive sampling system, proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2008, 2008.
• X. Shi, M. Bonner, L. Adamic, A. C. Gilbert, The very small world of the well-connected, proceedings of ACM Conference on Hypertext and Hypermedia 2008, 2008. (Awarded ACM Douglas Engelbart Award)
• Anna C. Gilbert, Martin J. Strauss, Joel A. Tropp, Roman Vershynin, One sketch for all: fast algorithms for compressed sensing, in Proc. of ACM Symposium on Theory of Computing 2007, STOC 2007, pp. 237--246.
• M. Demertzi, P. C. Diniz, M. W. Hall, A. C. Gilbert, Y. Wang, A Combined Hardware/Software Optimization Framework for Signal Representation and Recognition, proceedings of International Conference on Computational Science, vol. 1, 2007, pp. 1230--1237.
• R. Maleh, A. C. Gilbert, M. J. Strauss, Sparse Gradient Image Reconstruction Done Faster, proceedings of IEEE International Conference on Image Processing (ICIP) 2007, vol. 2, 2007, pp. 77--80.
• K. Herrity, A. C. Gilbert, and J. Tropp, Sparse Approximation via Iterative Thresholding, in Proceedings of the 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP, Toulouse, France, 2006.
• W. Aiello, A. C. Gilbert, B. Rexroad, and V. Sekar, Sparse Approximations for High Fidelity Compression of Network Traffic Data, in Proceedings of ACM Internet Measurement Conference IMC 2005, New Orleans, LA, October 2005.
• A. C. Gilbert and J. A. Tropp, Applications of Sparse Approximations in Communications, in Proceedings of IEEE International Symposium on Information Theory ISIT 2005, September 2005.
• A. C. Gilbert, S. Muthukrishnan, and M. J. Strauss, Improved time bounds for near-optimal sparse Fourier representation via sampling, in Proceedings of SPIE Wavelets XI, San Diego, CA, 2005.
• J. Tropp, A. C. Gilbert, and M. J. Strauss, Simultaneous sparse approximation via greedy pursuit, invited paper, special session on ``Sparse representations in signal processing'', in Proceedings of the 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP, Philadelphia, PA, March 2005.
• A. R. Calderbank, A. C. Gilbert, K. Levchenko, S. Muthukrishnan, and M. Strauss, Improved range-summable random variable construction algorithms, in Proceedings of the 2005 SIAM Symposium on Discrete Algorithms SODA, Vancouver, BC, January 2005.
• J. A. Tropp, A. .C. Gilbert, S. Muthukrishnan, and M. J. Strauss, Improved sparse approximation over quasi-incoherent dictionaries, IEEE International conference on image processing ICIP, pp. 37--40, 2003.
• A. C. Gilbert, S. Muthukrishnan, and M. J. Strauss, Approximation of Functions over Redundant Dictionaries Using Coherence, in Proceedings of 2003 SIAM Symposium on Discrete Algorithms SODA, pp. 243--252, 2003.
• A. C. Gilbert and H. Karloff, On the Fractal Behavior of TCP, Proc. of the 2003 ACM Symposium on Theory of Computing STOC, pp. 297--306, 2003.
• A. C. Gilbert, Y. Kotidis, S. Muthukrishnan, M. J. Strauss, How to summarize the universe: Dynamic maintenance of quantiles, in Proc. of the 2002 Conference on Very Large Databases VLDB, pp. 454--465, 2002.
• A. C. Gilbert, S. Guha, P. Indyk, Y. Kotidis, S. Muthukrishnan, M. J. Strauss, Fast, Small-Space Algorithms for Approximate Histogram Maintenance, in Proc. of the 2002 ACM Symposium on Theory of Computing STOC, pp. 389--398, 2002.
• A. C. Gilbert, S. Guha, P. Indyk, S. Muthukrishnan, M. J. Strauss, Near-Optimal Sparse Fourier Representations via Sampling, Proc. of the 2002 ACM Symposium on Theory of Computing STOC, pp. 152--161, 2002.
• A. C. Gilbert, Y. Kotidis, S. Muthukrishnan, M. Strauss, Surfing wavelets on streams: one-pass summaries for approximate aggregate queries, in Proc. of the 2001 Conference on Very Large Databases VLDB, pp. 79--88, 2001.
• A. C. Gilbert, Y. Kotidis, S. Muthukrishnan, M. Strauss, Optimal and Approximate Computation of Summary Statistics for Range Aggregates, in Proc. of the 2001 ACM Principles of Database Systems PODS, pp. 227--236, Santa Barbara, 2001.
• M. Gupta and A. Gilbert, Nonlinear vector multiresolution analysis, Proc. of the 34th Asilomar Conference on Signals, Systems, and Computers, 2000.
• A. Feldmann, A. C. Gilbert, P. Huang, and W. Willinger, Dynamics of IP Traffic: A Study of the Role of Variability and the Impact of Control, in Proc. of the ACM SIGCOMM'99, pp. 301--313, Boston, MA, 1999.
• Y. Joo, V. Ribeiro, A. Feldmann, A. C. Gilbert, and W. Willinger, On the impact of variability on the buffer dynamics in IP networks, in Proc. of the 37th Annual Allerton Conference on Communication, Control, and Computing, Allerton, IL, 1999.
• A. Feldmann, A. C. Gilbert, and W. Willinger, Data networks as cascades: Investigating the multifractal nature of Internet WAN traffic, in Proc. of the ACM SIGCOMM'98, pp. 42--55, Vancouver, B.C., 1998.
• A. C. Gilbert, A. Feldmann, W. Willinger, Visualizing multifractal scaling behavior: A simple scaling heuristic, in Proc. of the 32nd Asilomar Conference on Signals, Systems, and Computers, 1998.
• A. Feldmann, A. C. Gilbert, W. Willinger and T. G. Kurtz, Looking behind and beyond self-similarity: Scaling phenomena in measured WAN traffic, in Proc. of the 35th Annual Allerton Conference on Communication, Control and Computing, pp. 269--280, 1997.

Refereed Workshop Publications

• A. C. Gilbert, B. Hemenway, M. J. Strauss, D. P. Woodruff, and M. Wootters, Reusable low-error compressive sampling schemes through privacy, Proceedings of IEEE Statistical Signal Processing Workshop, 2012.
• X. Kong, P. Petre, R. Matic, A. Gilbert, and M. Strauss, An analog-to-information converter for wideband signals using a time encoding machine, in 2011 IEEE Digital Signal Processing Workshop and IEEE Signal Processing Education Workshop (DSP/SPE), pages 414--419, Jan. 2011.
• Daehyun Yoon, J. A. Fessler, Anna C. Gilbert, Douglas C. Noll, Simultaneous signal loss correction from B1 and B0 field inhomogeneity in BOLD fMRI with parallel excitation, in ISMRM Workshop on Parallel MRI, 2009.
• Praveen K. Yenduri and Anna C. Gilbert, Continuous Fast Fourier Sampling, in Proc. of Sampling Theory and Applications (SampTA), 2009.
• R. Maleh, A. C Gilbert, Multichannel image estimation via simultaneous orthogonal matching pursuit, in Proc. of Statistical Signal Processing Workshop 2007, 2007.
• J. Laska, S. Kirolos, Y. Massoud, R. Baraniuk, A. Gilbert, M. Iwen, and M. Strauss, Random sampling for analog-to-information conversion of wideband signals, in Fifth IEEE Dallas Circuits and Systems Workshop, October 2006.
• A. C. Gilbert, M. J. Strauss, J. A. Tropp, and R. Vershynin, Sublinear approximation of compressible signals, Invited paper, special session on "Compressive Sensing," in Proceedings of SPIE Intelligent Integrated Microsystems, Orlando, April 2006.
• A. C. Gilbert and K. Levchenko, Compressing network graphs, in Proceedings of the LinkKDD workshop at the 10th ACM Conference on KDD, August 2004.
• J. Fong, A. Gilbert, S. Kannan, and M. Strauss, Better alternatives to OSPF routing, in Proc. of Workshop on Approximation and Randomized Algorithms in Communication Networks (ARACNE), 2001.
• M. Gupta and A. Gilbert, Robust speech recognition using wavelet coefficient features, Proc. of IEEE Automatic Speech Recognition and Understanding Workshop, Italy, 2001.
• S. Seuret and A. Gilbert, Pointwise Holder exponent estimation in data network traffic, International Teletraffic Congress Workshop, Monterey, CA, 2000.
• A. C. Gilbert, Y. Joo, and N. McKeown, Congestion control and periodic behavior, Proc. of IEEE LANMAN Workshop,Boulder, CO, 2001.

Book Chapters

• A. C. Gilbert, Dynamics of congestion control, in Complex Dynamics in Communication Networks, G. Vattay and L. Kocarev, eds., Springer-Verlag, 2005.
• A. C. Gilbert, Multiresolution homogenization schemes for differential equations and applications, in Topics in analysis and its applications: Selected theses, Ronald Coifman, ed., World Scientific, 2000.
• I. C. Daubechies and A. C. Gilbert, Harmonic analysis, wavelets, and applications, in Hyperbolic Equations and Frequency Interactions, Luis Cafarelli and Weinan E, eds., IAS/Park City Mathematics Series, vol. 5, 1998.

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