Anna C. Gilbert

According to our database1, Anna C. Gilbert authored at least 62 papers between 1998 and 2018.

Collaborative distances:



In proceedings 
PhD thesis 





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

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

Discriminative Training of Structured Dictionaries via Block Orthogonal Matching Pursuit.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

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

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

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

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

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

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

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

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

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

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

The cutting EDGE of IP router configuration.
Computer Communication Review, 2004

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

How to Summarize the Universe: Dynamic Maintenance of Quantiles.
Proceedings of the VLDB 2002, 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

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

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.

The changing nature of network traffic: scaling phenomena.
Computer Communication Review, 1998

Data Networks as Cascades: Investigating the Multifractal Nature of Internet WAN Traffic.