Ilya Pollak

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2016

Secondary Spectrum Auctions for Markets With Communication Constraints.

Deepan S. Palguna, David James Love, Ilya Pollak

IEEE Trans. Wirel. Commun., 2016

Mid-Price Prediction in a Limit Order Book.

Deepan Palguna, Ilya Pollak

IEEE J. Sel. Top. Signal Process., 2016

2014

Optimal Monitoring and Mitigation of Systemic Risk in Financial Networks.

Zhang Li, Xiaojun Lin, Borja Peleato-Inarrea, Ilya Pollak

CoRR, 2014

2013

Image Enhancement Using the Hypothesis Selection Filter: Theory and Application to JPEG Decoding.

Tak-Shing Wong, Charles A. Bouman, Ilya Pollak

IEEE Trans. Image Process., 2013

Sparsifying defaults: Optimal bailout policies for financial networks in distress.

Zhang Li, Ilya Pollak

Proceedings of the IEEE International Conference on Acoustics, 2013

Non-parametric prediction in a limit order book.

Deepan Palguna, Ilya Pollak

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

A distributed algorithm for systemic risk mitigation in financial systems.

Zhang Li, Xiaojun Lin, Ilya Pollak

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Building and enforcing shape priors for segmentation of alloy micrographs.

Landis M. Huffman, Jeff P. Simmons, Marc De Graef, Ilya Pollak

Proceedings of the Computational Imaging XI, 2013

Efficient occlusion reasoning for articulated tracking in monocular views.

Landis M. Huffman, Ilya Pollak

Proceedings of the Computational Imaging XI, 2013

Quantized auction schemes for secondary spectrum markets.

Deepan Palguna, David J. Love, Ilya Pollak

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.

Kai-Lung Hua, Rong Zhang, Mary L. Comer, Ilya Pollak

IEEE Trans. Circuits Syst. Video Technol., 2012

Empirical Evidence Against CAPM: Relating Alphas and Returns to Betas.

Mayur Agrawal, Debabrata Mohapatra, Ilya Pollak

IEEE J. Sel. Top. Signal Process., 2012

Non-parametric prediction of the mid-price dynamics in a limit order book.

Deepan Palguna, Ilya Pollak

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Covariance estimation and related problems in portfolio optimization.

Ilya Pollak

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].

Ilya Pollak, Marco Avellaneda, Emmanuel Bacry, Rama Cont, Sanjeev R. Kulkarni

IEEE Signal Process. Mag., 2011

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

Ilya Pollak

IEEE Signal Process. Mag., 2011

Incorporating Financial Applications in Signal Processing Curricula.

Ilya Pollak

IEEE Signal Process. Mag., 2011

Comparison of several covariance matrix estimators for portfolio optimization.

Ka Ki Ng, Priyanka Agarwal, Nathan Mullen, Dzung Du, Ilya Pollak

Proceedings of the IEEE International Conference on Acoustics, 2011

Weight shrinkage for portfolio optimization.

Ilya Pollak

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.

Kai-Lung Hua, Rong Zhang, Mary L. Comer, Ilya Pollak

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.

Tak-Shing Wong, Charles A. Bouman, Ilya Pollak, Zhigang Fan

IEEE Trans. Image Process., 2009

A new method for FMRI activation detection.

Jianing Wei, Thomas M. Talavage, Ilya Pollak

Proceedings of the Computational Imaging VII, 2009

2008

Document page classification algorithms in low-end copy pipeline.

Xiaogang Dong, Kai-Lung Hua, Peter Majewicz, Gordon McNutt, Charles A. Bouman, Jan P. Allebach, Ilya Pollak

J. Electronic Imaging, 2008

An automated segmentation for nickel-based superalloy.

Hsiao-Chiang Chuang, Landis M. Huffman, Mary L. Comer, Jeff P. Simmons, Ilya Pollak

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.

Landis M. Huffman, Jeff P. Simmons, Ilya Pollak

Proceedings of the Computational Imaging VI, 2008

2007

Spatial Random Tree Grammars for Modeling Hierarchal Structure in Images with Regions of Arbitrary Shape.

Jeffrey Mark Siskind, James Sherman Jr., Ilya Pollak, Mary P. Harper, Charles A. Bouman

IEEE Trans. Pattern Anal. Mach. Intell., 2007

A New Framework for FMRI Data Analysis: Modeling, Image Restoration, and Activation Detection.

Jianing Wei, Ilya Pollak

Proceedings of the International Conference on Image Processing, 2007

A Document Page Classification Algorithm in Copy Pipeline.

Xiaogang Dong, Peter Majewicz, Gordon McNutt, Charles A. Bouman, Jan P. Allebach, Ilya Pollak

Proceedings of the International Conference on Image Processing, 2007

A Stochastic Context-Free Grammar Model for Time Series Analysis.

Wiley Wang, Vlad Portnoy, Ilya Pollak

Proceedings of the IEEE International Conference on Acoustics, 2007

A multiscale statistical model for time series forecasting.

Wiley Wang, Ilya Pollak

Proceedings of the Computational Imaging V, San Jose, 2007

2006

Best basis search in lapped dictionaries.

Yan Huang, Ilya Pollak, Charles A. Bouman, Minh N. Do

IEEE Trans. Signal Process., 2006

Hierarchical Stochastic Image Grammars for Classification and Segmentation.

Wiley Wang, Ilya Pollak, Tak-Shing Wong, Charles A. Bouman, Mary P. Harper, Jeffrey Mark Siskind

IEEE Trans. Image Process., 2006

Fast Search for Best Representations in Multitree Dictionaries.

Yan Huang, Ilya Pollak, Minh N. Do, Charles A. Bouman

IEEE Trans. Image Process., 2006

Multiscale Segmentation With Vector-Valued Nonlinear Diffusions on Arbitrary Graphs.

Xiaogang Dong, Ilya Pollak

IEEE Trans. Image Process., 2006

Optimal Image Tilings with Application to Video Compression.

Kai-Lung Hua, Ilya Pollak, Mary L. Comer

Proceedings of the International Conference on Image Processing, 2006

Circle-Valued Nonlinear Diffusions with Application to Texture Segmentation.

Xiaogang Dong, Ilya Pollak

Proceedings of the International Conference on Image Processing, 2006

Approximate Methods for Constrained Total Variation Minimization.

Xiaogang Dong, Ilya Pollak

Proceedings of the Computer Science, 2006

Modeling hierarchical structure of images with stochastic grammars.

Wiley Wang, Tak-Shing Wong, Ilya Pollak, Charles A. Bouman, Mary P. Harper

Proceedings of the Computational Imaging IV, San Jose, 2006

2005

Nonlinear evolution equations as fast and exact solvers of estimation problems.

Ilya Pollak, Alan S. Willsky, Yan Huang

IEEE Trans. Signal Process., 2005

MLC: a novel image coder based on multitree local cosine dictionaries.

Yan Huang, Ilya Pollak

IEEE Signal Process. Lett., 2005

Optimal representations in multitree dictionaries with application to compression.

Yan Huang, Ilya Pollak, Minh N. Do, Charles A. Bouman

Proceedings of the 2005 International Conference on Image Processing, 2005

Multiscale texture segmentation with vector-valued nonlinear diffusions on arbitrary graphs.

Xiaogang Dong, Ilya Pollak

Proceedings of the 2005 International Conference on Image Processing, 2005

Image Compression with Multitree Tilings.

Yan Huang, Ilya Pollak, Charles A. Bouman

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

New algorithms for best local cosine basis search.

Yan Huang, Ilya Pollak, Charles A. Bouman, Minh N. Do

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Time-frequency analysis with best local cosine bases.

Yan Huang, Ilya Pollak, Charles A. Bouman, Minh N. Do

Proceedings of the Computational Imaging II, San Jose, 2004

2003

Stochastic Models of Video Structure for Program Genre Detection.

Cüneyt M. Taskiran, Ilya Pollak, Charles A. Bouman, Edward J. Delp

Proceedings of the Visual Content Processing and Representation, 2003

Parameter estimation for spatial random trees using the EM algorithm.

Ilya Pollak, Jeffrey Mark Siskind, Mary P. Harper, Charles A. Bouman

Proceedings of the 2003 International Conference on Image Processing, 2003

Modeling and estimation of spatial random trees with application to image classification.

Ilya Pollak, Jeffrey Mark Siskind, Mary P. Harper, Charles A. Bouman

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Nonlinear multiscale filtering.

Ilya Pollak

IEEE Signal Process. Mag., 2002

2001

ML optimality of PDE-based segmentation algorithms.

Ilya Pollak

Proceedings of the 2001 International Conference on Image Processing, 2001

2000

Image segmentation and edge enhancement with stabilized inverse diffusion equations.

Ilya Pollak, Alan S. Willsky, Hamid Krim

IEEE Trans. Image Process., 2000

1999

Nonlinear scale-space analysis in image processing.

Ilya Pollak

PhD thesis, 1999

A nonlinear diffusion equation as a fast and optimal solver of edge detection problems.

Ilya Pollak, Alan S. Willsky, Hamid Krim

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998

Stabilized Inverse Diffusion Equations and Segmentation of Vector-Valued Images.

Ilya Pollak, Hamid Krim, Alan S. Willsky

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Segmentation of Dermatoscopic Images by Stabilized Inverse Diffusion Equations.

Jianbo Gao, Jun Zhang, Matthew G. Fleming, Ilya Pollak, Armand B. Cognetta Jr.

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Nonlinear frame-like decompositions.

B. Pouye, Amel Benazza-Benyahia, Ilya Pollak, Jean-Christophe Pesquet, Hamid Krim

Proceedings of the 9th European Signal Processing Conference, 1998

1997

Scale Space Analysis by Stabilized Inverse Diffusion Equations.

Ilya Pollak, Alan S. Willsky, Hamid Krim

Proceedings of the Scale-Space Theory in Computer Vision, First International Conference, 1997