Anna C. Gilbert
According to our database1,
Anna C. Gilbert
authored at least 62 papers
between 1998 and 2018.
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Bibliography
2018
But How Does It Work in Theory? Linear SVM with Random Features.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Local differential privacy for physical sensor data and sparse recovery.
Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018
Unsupervised Metric Learning in Presence of Missing Data.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018
Property Testing For Differential Privacy.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018
2017
Towards Understanding the Invertibility of Convolutional Neural Networks.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
If it ain't broke, don't fix it: Sparse metric repair.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017
2016
Discriminative Training of Structured Dictionaries via Block Orthogonal Matching Pursuit.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
2014
Modal Analysis With Compressive Measurements.
IEEE Trans. Signal Processing, 2014
Recent Developments in the Sparse Fourier Transform: A compressed Fourier transform for big data.
IEEE Signal Process. Mag., 2014
For-All Sparse Recovery in Near-Optimal Time.
Proceedings of the Automata, Languages, and Programming - 41st International Colloquium, 2014
2013
Hierarchical classification of images by sparse approximation.
Image Vision Comput., 2013
Accurate Decoding of Pooled Sequenced Data Using Compressed Sensing.
Proceedings of the Algorithms in Bioinformatics - 13th International Workshop, 2013
Correcting camera shake by incremental sparse approximation.
Proceedings of the IEEE International Conference on Image Processing, 2013
ℓ2/ℓ2-Foreach Sparse Recovery with Low Risk.
Proceedings of the Automata, Languages, and Programming - 40th International Colloquium, 2013
Efficient Sensor Fault Detection Using Combinatorial Group Testing.
Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2013
2012
Gradient-Based Image Recovery Methods From Incomplete Fourier Measurements.
IEEE Trans. Image Processing, 2012
A Low-Power Compressive Sampling Time-Based Analog-to-Digital Converter.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2012
Reusable low-error compressive sampling schemes through privacy.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Recovering simple signals.
Proceedings of the 2012 Information Theory and Applications Workshop, 2012
Compressive, collaborative spectrum sensing for wideband Cognitive Radios.
Proceedings of the 2012 International Symposium on Wireless Communication Systems (ISWCS), 2012
What's the Frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid.
Proceedings of the Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques, 2012
2011
Domain-Specific Optimization of Signal Recognition Targeting FPGAs.
TRETS, 2011
Rand PPM: A lowpower compressive sampling analog to digital converter.
Proceedings of the IEEE International Conference on Acoustics, 2011
Hierarchical Classification of Images by Sparse Approximation.
Proceedings of the British Machine Vision Conference, 2011
2010
Sparse Recovery Using Sparse Matrices.
Proceedings of the IEEE, 2010
poolMC: Smart pooling of mRNA samples in microarray experiments.
BMC Bioinformatics, 2010
Approximate sparse recovery: optimizing time and measurements.
Proceedings of the 42nd ACM Symposium on Theory of Computing, 2010
2009
Near-optimal Bayesian localization via incoherence and sparsity.
Proceedings of the 8th International Conference on Information Processing in Sensor Networks, 2009
Computation reuse in domain-specific optimization of signal recognition.
Proceedings of the ACM/SIGDA 17th International Symposium on Field Programmable Gate Arrays, 2009
2008
On the feasibility of hardware implementation of sub-Nyquist random-sampling based analog-to-information conversion.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
The potential of computation reuse in high-level optimization of a signal recognition system.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008
Fundamental performance bounds for a compressive sampling system.
Proceedings of the IEEE International Conference on Acoustics, 2008
The very small world of the well-connected.
Proceedings of the HYPERTEXT 2008, 2008
Sublinear Recovery of Sparse Wavelet Signals.
Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008
2007
Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit.
IEEE Trans. Information Theory, 2007
Analysis of Data Streams: Computational and Algorithmic Challenges.
Technometrics, 2007
One sketch for all: fast algorithms for compressed sensing.
Proceedings of the 39th Annual ACM Symposium on Theory of Computing, 2007
Sparse Gradient Image Reconstruction Done Faster.
Proceedings of the International Conference on Image Processing, 2007
A Combined Hardware/Software Optimization Framework for Signal Representation and Recognition.
Proceedings of the Computational Science, 2007
2006
Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit.
Signal Processing, 2006
Sparse Approximation Via Iterative Thresholding.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Domain-Driven Data Synopses for Dynamic Quantiles.
IEEE Trans. Knowl. Data Eng., 2005
Better Alternatives to OSPF Routing.
Algorithmica, 2005
Improved range-summable random variable construction algorithms.
Proceedings of the Sixteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2005
Applications of sparse approximation in communications.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005
Sparse Approximations for High Fidelity Compression of Network Traffic Data.
Proceedings of the 5th Internet Measurement Conference, 2005
Simultaneous sparse approximation via greedy pursuit.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
The cutting EDGE of IP router configuration.
Computer Communication Review, 2004
2003
One-Pass Wavelet Decompositions of Data Streams.
IEEE Trans. Knowl. Data Eng., 2003
On the fractal behavior of TCP.
Proceedings of the 35th Annual ACM Symposium on Theory of Computing, 2003
Approximation of functions over redundant dictionaries using coherence.
Proceedings of the Fourteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2003
Improved sparse approximation over quasiincoherent dictionaries.
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
How to Summarize the Universe: Dynamic Maintenance of Quantiles.
Proceedings of 28th International Conference on Very Large Data Bases, 2002
Near-optimal sparse fourier representations via sampling.
Proceedings of the Proceedings on 34th Annual ACM Symposium on Theory of Computing, 2002
Fast, small-space algorithms for approximate histogram maintenance.
Proceedings of the Proceedings on 34th Annual ACM Symposium on Theory of Computing, 2002
2001
TCP/IP traffic dynamics and network performance: a lesson in workload modeling, flow control, and trace-driven simulations.
Computer Communication Review, 2001
Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries.
Proceedings of the VLDB 2001, 2001
Optimal and Approximate Computation of Summary Statistics for Range Aggregates.
Proceedings of the Twentieth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2001
1999
Scaling Analysis of Conservative Cascades, with Applications to Network Traffic.
IEEE Trans. Information Theory, 1999
Dynamics of IP Traffic: A Study of the Role of Variability and the Impact of Control.
SIGCOMM, 1999
1998
The changing nature of network traffic: scaling phenomena.
Computer Communication Review, 1998
Data Networks as Cascades: Investigating the Multifractal Nature of Internet WAN Traffic.
SIGCOMM, 1998