Ilya Pollak

Affiliations:
  • Purdue University, West Lafayette, USA


According to our database1, Ilya Pollak authored at least 57 papers between 1997 and 2016.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2016
Secondary Spectrum Auctions for Markets With Communication Constraints.
IEEE Trans. Wirel. Commun., 2016

Mid-Price Prediction in a Limit Order Book.
IEEE J. Sel. Top. Signal Process., 2016

2014
Optimal Monitoring and Mitigation of Systemic Risk in Financial Networks.
CoRR, 2014

2013
Image Enhancement Using the Hypothesis Selection Filter: Theory and Application to JPEG Decoding.
IEEE Trans. Image Process., 2013

Sparsifying defaults: Optimal bailout policies for financial networks in distress.
Proceedings of the IEEE International Conference on Acoustics, 2013

Non-parametric prediction in a limit order book.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

A distributed algorithm for systemic risk mitigation in financial systems.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Building and enforcing shape priors for segmentation of alloy micrographs.
Proceedings of the Computational Imaging XI, 2013

Efficient occlusion reasoning for articulated tracking in monocular views.
Proceedings of the Computational Imaging XI, 2013

Quantized auction schemes for secondary spectrum markets.
Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012
Inter Frame Video Compression With Large Dictionaries of Tilings: Algorithms for Tiling Selection and Entropy Coding.
IEEE Trans. Circuits Syst. Video Technol., 2012

Empirical Evidence Against CAPM: Relating Alphas and Returns to Betas.
IEEE J. Sel. Top. Signal Process., 2012

Non-parametric prediction of the mid-price dynamics in a limit order book.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Covariance estimation and related problems in portfolio optimization.
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012

2011
Improving the Visibility of Financial Applications Among Signal Processing Researchers[From the Guest Editors].
IEEE Signal Process. Mag., 2011

Statistics and Data Analysis for Financial Engineering (Ruppert, D.; 2011) [Book Reviews].
IEEE Signal Process. Mag., 2011

Incorporating Financial Applications in Signal Processing Curricula.
IEEE Signal Process. Mag., 2011

Comparison of several covariance matrix estimators for portfolio optimization.
Proceedings of the IEEE International Conference on Acoustics, 2011

Weight shrinkage for portfolio optimization.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

Efficient coders for large tree-structured dictionaries of tilings.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2009
A Document Image Model and Estimation Algorithm for Optimized JPEG Decompression.
IEEE Trans. Image Process., 2009

A new method for FMRI activation detection.
Proceedings of the Computational Imaging VII, 2009

2008
Document page classification algorithms in low-end copy pipeline.
J. Electronic Imaging, 2008

An automated segmentation for nickel-based superalloy.
Proceedings of the International Conference on Image Processing, 2008

Segmentation of digital microscopy data for the analysis of defect structures in materials using nonlinear diffusions.
Proceedings of the Computational Imaging VI, 2008

2007
Spatial Random Tree Grammars for Modeling Hierarchal Structure in Images with Regions of Arbitrary Shape.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

A New Framework for FMRI Data Analysis: Modeling, Image Restoration, and Activation Detection.
Proceedings of the International Conference on Image Processing, 2007

A Document Page Classification Algorithm in Copy Pipeline.
Proceedings of the International Conference on Image Processing, 2007

A Stochastic Context-Free Grammar Model for Time Series Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2007

A multiscale statistical model for time series forecasting.
Proceedings of the Computational Imaging V, San Jose, 2007

2006
Best basis search in lapped dictionaries.
IEEE Trans. Signal Process., 2006

Hierarchical Stochastic Image Grammars for Classification and Segmentation.
IEEE Trans. Image Process., 2006

Fast Search for Best Representations in Multitree Dictionaries.
IEEE Trans. Image Process., 2006

Multiscale Segmentation With Vector-Valued Nonlinear Diffusions on Arbitrary Graphs.
IEEE Trans. Image Process., 2006

Optimal Image Tilings with Application to Video Compression.
Proceedings of the International Conference on Image Processing, 2006

Circle-Valued Nonlinear Diffusions with Application to Texture Segmentation.
Proceedings of the International Conference on Image Processing, 2006

Approximate Methods for Constrained Total Variation Minimization.
Proceedings of the Computer Science, 2006

Modeling hierarchical structure of images with stochastic grammars.
Proceedings of the Computational Imaging IV, San Jose, 2006

2005
Nonlinear evolution equations as fast and exact solvers of estimation problems.
IEEE Trans. Signal Process., 2005

MLC: a novel image coder based on multitree local cosine dictionaries.
IEEE Signal Process. Lett., 2005

Optimal representations in multitree dictionaries with application to compression.
Proceedings of the 2005 International Conference on Image Processing, 2005

Multiscale texture segmentation with vector-valued nonlinear diffusions on arbitrary graphs.
Proceedings of the 2005 International Conference on Image Processing, 2005

Image Compression with Multitree Tilings.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
New algorithms for best local cosine basis search.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Time-frequency analysis with best local cosine bases.
Proceedings of the Computational Imaging II, San Jose, 2004

2003
Stochastic Models of Video Structure for Program Genre Detection.
Proceedings of the Visual Content Processing and Representation, 2003

Parameter estimation for spatial random trees using the EM algorithm.
Proceedings of the 2003 International Conference on Image Processing, 2003

Modeling and estimation of spatial random trees with application to image classification.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Nonlinear multiscale filtering.
IEEE Signal Process. Mag., 2002

2001
ML optimality of PDE-based segmentation algorithms.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Image segmentation and edge enhancement with stabilized inverse diffusion equations.
IEEE Trans. Image Process., 2000

1999
Nonlinear scale-space analysis in image processing.
PhD thesis, 1999

A nonlinear diffusion equation as a fast and optimal solver of edge detection problems.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Stabilized Inverse Diffusion Equations and Segmentation of Vector-Valued Images.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Segmentation of Dermatoscopic Images by Stabilized Inverse Diffusion Equations.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Nonlinear frame-like decompositions.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Scale Space Analysis by Stabilized Inverse Diffusion Equations.
Proceedings of the Scale-Space Theory in Computer Vision, First International Conference, 1997


  Loading...