Ilya Pollak

Publication Activity (10 Years)

Years Active: 1997-2016
Publications (10 Years): 2

Top Venues

CoRR

IEEE J. Sel. Top. Signal Process.

GlobalSIP

Computational Imaging

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Deepan Palguna, Ilya Pollak
Mid-Price Prediction in a Limit Order Book. IEEE J. Sel. Top. Signal Process. 10 (6) (2016)
Deepan S. Palguna, David James Love, Ilya Pollak
Secondary Spectrum Auctions for Markets With Communication Constraints. IEEE Trans. Wirel. Commun. 15 (1) (2016)
Zhang Li, Xiaojun Lin, Borja Peleato-Inarrea, Ilya Pollak
Optimal Monitoring and Mitigation of Systemic Risk in Financial Networks. CoRR (2014)
Deepan Palguna, David James Love, Ilya Pollak
Secondary Spectrum Auctions for Markets with Communication Constraints. CoRR (2014)
Deepan Palguna, David J. Love, Ilya Pollak
Quantized auction schemes for secondary spectrum markets. Allerton (2013)
Deepan Palguna, Ilya Pollak
Non-parametric prediction of the mid-price dynamics in a limit order book. ITW (2013)
Zhang Li, Ilya Pollak
Sparsifying defaults: Optimal bailout policies for financial networks in distress. ICASSP (2013)
Landis M. Huffman, Ilya Pollak
Efficient occlusion reasoning for articulated tracking in monocular views. Computational Imaging (2013)
Zhang Li, Xiaojun Lin, Ilya Pollak
A distributed algorithm for systemic risk mitigation in financial systems. GlobalSIP (2013)
Landis M. Huffman, Jeff P. Simmons, Marc De Graef, Ilya Pollak
Building and enforcing shape priors for segmentation of alloy micrographs. Computational Imaging (2013)
Deepan Palguna, Ilya Pollak
Non-parametric prediction in a limit order book. GlobalSIP (2013)
Tak-Shing Wong, Charles A. Bouman, Ilya Pollak
Image Enhancement Using the Hypothesis Selection Filter: Theory and Application to JPEG Decoding. IEEE Trans. Image Process. 22 (3) (2013)
Deepan Palguna, Ilya Pollak
Non-parametric prediction of the mid-price dynamics in a limit order book. SSP (2012)
Mayur Agrawal, Debabrata Mohapatra, Ilya Pollak
Empirical Evidence Against CAPM: Relating Alphas and Returns to Betas. IEEE J. Sel. Top. Signal Process. 6 (4) (2012)
Kai-Lung Hua, Rong Zhang, Mary L. Comer, Ilya Pollak
Inter Frame Video Compression With Large Dictionaries of Tilings: Algorithms for Tiling Selection and Entropy Coding. IEEE Trans. Circuits Syst. Video Technol. 22 (8) (2012)
Ilya Pollak
Covariance estimation and related problems in portfolio optimization. SAM (2012)
Zhang Li, Ilya Pollak
Sparsifying Defaults: Optimal Bailout Policies for Financial Networks in Distress CoRR (2012)
Ka Ki Ng, Priyanka Agarwal, Nathan Mullen, Dzung Du, Ilya Pollak
Comparison of several covariance matrix estimators for portfolio optimization. ICASSP (2011)
Kai-Lung Hua, Rong Zhang, Mary L. Comer, Ilya Pollak
Efficient coders for large tree-structured dictionaries of tilings. ACSCC (2011)
Mayur Agrawal, Debabrata Mohapatra, Ilya Pollak
Empirical evidence against CAPM: Relating alphas and returns to betas. ICASSP (2011)
Ilya Pollak
Incorporating Financial Applications in Signal Processing Curricula. IEEE Signal Process. Mag. 28 (5) (2011)
Ilya Pollak
Statistics and Data Analysis for Financial Engineering (Ruppert, D.; 2011) [Book Reviews]. IEEE Signal Process. Mag. 28 (5) (2011)
Ilya Pollak, Marco Avellaneda, Emmanuel Bacry, Rama Cont, Sanjeev R. Kulkarni
Improving the Visibility of Financial Applications Among Signal Processing Researchers[From the Guest Editors]. IEEE Signal Process. Mag. 28 (5) (2011)
Ilya Pollak
Weight shrinkage for portfolio optimization. CAMSAP (2011)
Jianing Wei, Thomas M. Talavage, Ilya Pollak
A new method for FMRI activation detection. Computational Imaging (2009)
Tak-Shing Wong, Charles A. Bouman, Ilya Pollak, Zhigang Fan
A Document Image Model and Estimation Algorithm for Optimized JPEG Decompression. IEEE Trans. Image Process. 18 (11) (2009)
Xiaogang Dong, Kai-Lung Hua, Peter Majewicz, Gordon McNutt, Charles A. Bouman, Jan P. Allebach, Ilya Pollak
Document page classification algorithms in low-end copy pipeline. J. Electronic Imaging 17 (4) (2008)
Hsiao-Chiang Chuang, Landis M. Huffman, Mary L. Comer, Jeff P. Simmons, Ilya Pollak
An automated segmentation for nickel-based superalloy. ICIP (2008)
Landis M. Huffman, Jeff P. Simmons, Ilya Pollak
Segmentation of digital microscopy data for the analysis of defect structures in materials using nonlinear diffusions. Computational Imaging (2008)
Jeffrey Mark Siskind, James Sherman Jr., Ilya Pollak, Mary P. Harper, Charles A. Bouman
Spatial Random Tree Grammars for Modeling Hierarchal Structure in Images with Regions of Arbitrary Shape. IEEE Trans. Pattern Anal. Mach. Intell. 29 (9) (2007)
Xiaogang Dong, Peter Majewicz, Gordon McNutt, Charles A. Bouman, Jan P. Allebach, Ilya Pollak
A Document Page Classification Algorithm in Copy Pipeline. ICIP (3) (2007)
Wiley Wang, Ilya Pollak
A multiscale statistical model for time series forecasting. Computational Imaging (2007)
Jianing Wei, Ilya Pollak
A New Framework for FMRI Data Analysis: Modeling, Image Restoration, and Activation Detection. ICIP (5) (2007)
Wiley Wang, Vlad Portnoy, Ilya Pollak
A Stochastic Context-Free Grammar Model for Time Series Analysis. ICASSP (3) (2007)
Xiaogang Dong, Ilya Pollak
Approximate Methods for Constrained Total Variation Minimization. CSR (2006)
Yan Huang, Ilya Pollak, Charles A. Bouman, Minh N. Do
Best basis search in lapped dictionaries. IEEE Trans. Signal Process. 54 (2) (2006)
Xiaogang Dong, Ilya Pollak
Multiscale Segmentation With Vector-Valued Nonlinear Diffusions on Arbitrary Graphs. IEEE Trans. Image Process. 15 (7) (2006)
Xiaogang Dong, Ilya Pollak
Circle-Valued Nonlinear Diffusions with Application to Texture Segmentation. ICIP (2006)
Yan Huang, Ilya Pollak, Minh N. Do, Charles A. Bouman
Fast Search for Best Representations in Multitree Dictionaries. IEEE Trans. Image Process. 15 (7) (2006)
Wiley Wang, Ilya Pollak, Tak-Shing Wong, Charles A. Bouman, Mary P. Harper, Jeffrey Mark Siskind
Hierarchical Stochastic Image Grammars for Classification and Segmentation. IEEE Trans. Image Process. 15 (10) (2006)
Wiley Wang, Tak-Shing Wong, Ilya Pollak, Charles A. Bouman, Mary P. Harper
Modeling hierarchical structure of images with stochastic grammars. Computational Imaging (2006)
Kai-Lung Hua, Ilya Pollak, Mary L. Comer
Optimal Image Tilings with Application to Video Compression. ICIP (2006)
Ilya Pollak, Alan S. Willsky, Yan Huang
Nonlinear evolution equations as fast and exact solvers of estimation problems. IEEE Trans. Signal Process. 53 (2-1) (2005)
Yan Huang, Ilya Pollak, Minh N. Do, Charles A. Bouman
Optimal representations in multitree dictionaries with application to compression. ICIP (1) (2005)
Yan Huang, Ilya Pollak, Charles A. Bouman
Image Compression with Multitree Tilings. ICASSP (2) (2005)
Xiaogang Dong, Ilya Pollak
Multiscale texture segmentation with vector-valued nonlinear diffusions on arbitrary graphs. ICIP (3) (2005)
Yan Huang, Ilya Pollak
MLC: a novel image coder based on multitree local cosine dictionaries. IEEE Signal Process. Lett. 12 (12) (2005)
Yan Huang, Ilya Pollak, Charles A. Bouman, Minh N. Do
Time-frequency analysis with best local cosine bases. Computational Imaging (2004)
Yan Huang, Ilya Pollak, Charles A. Bouman, Minh N. Do
New algorithms for best local cosine basis search. ICASSP (2) (2004)
Ilya Pollak, Jeffrey Mark Siskind, Mary P. Harper, Charles A. Bouman
Modeling and estimation of spatial random trees with application to image classification. ICASSP (3) (2003)
Cüneyt M. Taskiran, Ilya Pollak, Charles A. Bouman, Edward J. Delp
Stochastic Models of Video Structure for Program Genre Detection. VLBV (2003)
Ilya Pollak, Jeffrey Mark Siskind, Mary P. Harper, Charles A. Bouman
Parameter estimation for spatial random trees using the EM algorithm. ICIP (1) (2003)
Ilya Pollak
Nonlinear multiscale filtering. IEEE Signal Process. Mag. 19 (5) (2002)
Ilya Pollak
ML optimality of PDE-based segmentation algorithms. ICIP (2) (2001)
Ilya Pollak, Alan S. Willsky, Hamid Krim
Image segmentation and edge enhancement with stabilized inverse diffusion equations. IEEE Trans. Image Process. 9 (2) (2000)
Ilya Pollak, Alan S. Willsky, Hamid Krim
A nonlinear diffusion equation as a fast and optimal solver of edge detection problems. ICASSP (1999)
Jianbo Gao, Jun Zhang, Matthew G. Fleming, Ilya Pollak, Armand B. Cognetta Jr.
Segmentation of Dermatoscopic Images by Stabilized Inverse Diffusion Equations. ICIP (3) (1998)
B. Pouye, Amel Benazza-Benyahia, Ilya Pollak, Jean-Christophe Pesquet, Hamid Krim
Nonlinear frame-like decompositions. EUSIPCO (1998)
Ilya Pollak, Hamid Krim, Alan S. Willsky
Stabilized Inverse Diffusion Equations and Segmentation of Vector-Valued Images. ICIP (3) (1998)
Ilya Pollak, Alan S. Willsky, Hamid Krim
Scale Space Analysis by Stabilized Inverse Diffusion Equations. Scale-Space (1997)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ilya Pollak