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Ilya Pollak
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- affiliation: Purdue University, West Lafayette, USA
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2010 – 2019
- 2016
- [j19]Deepan Palguna, Ilya Pollak:
Mid-Price Prediction in a Limit Order Book. IEEE J. Sel. Top. Signal Process. 10(6): 1083-1092 (2016) - [j18]Deepan S. Palguna, David James Love, Ilya Pollak:
Secondary Spectrum Auctions for Markets With Communication Constraints. IEEE Trans. Wirel. Commun. 15(1): 116-130 (2016) - 2014
- [i3]Zhang Li, Xiaojun Lin, Borja Peleato-Inarrea, Ilya Pollak:
Optimal Monitoring and Mitigation of Systemic Risk in Financial Networks. CoRR abs/1410.2570 (2014) - [i2]Deepan Palguna, David James Love, Ilya Pollak:
Secondary Spectrum Auctions for Markets with Communication Constraints. CoRR abs/1412.7250 (2014) - 2013
- [j17]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): 898-913 (2013) - [c38]Deepan Palguna, David J. Love, Ilya Pollak:
Quantized auction schemes for secondary spectrum markets. Allerton 2013: 1415-1421 - [c37]Landis M. Huffman, Ilya Pollak:
Efficient occlusion reasoning for articulated tracking in monocular views. Computational Imaging 2013: 86570L - [c36]Landis M. Huffman, Jeff P. Simmons, Marc De Graef, Ilya Pollak:
Building and enforcing shape priors for segmentation of alloy micrographs. Computational Imaging 2013: 86570D - [c35]Zhang Li, Xiaojun Lin, Ilya Pollak:
A distributed algorithm for systemic risk mitigation in financial systems. GlobalSIP 2013: 1137 - [c34]Deepan Palguna, Ilya Pollak:
Non-parametric prediction in a limit order book. GlobalSIP 2013: 1139 - [c33]Zhang Li, Ilya Pollak:
Sparsifying defaults: Optimal bailout policies for financial networks in distress. ICASSP 2013: 6176-6180 - [c32]Deepan Palguna, Ilya Pollak:
Non-parametric prediction of the mid-price dynamics in a limit order book. ITW 2013: 1-5 - [e8]Charles A. Bouman, Ilya Pollak, Patrick J. Wolfe:
Computational Imaging XI, part of the IS&T-SPIE Electronic Imaging Symposium, Burlingame, California, USA, February 5-7, 2013, Proceedings. SPIE Proceedings 8657, IS&T/SPIE 2013, ISBN 978-0-8194-9430-6 [contents] - 2012
- [j16]Mayur Agrawal, Debabrata Mohapatra, Ilya Pollak:
Empirical Evidence Against CAPM: Relating Alphas and Returns to Betas. IEEE J. Sel. Top. Signal Process. 6(4): 298-310 (2012) - [j15]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): 1136-1149 (2012) - [c31]Ilya Pollak:
Covariance estimation and related problems in portfolio optimization. SAM 2012: 369-372 - [c30]Deepan Palguna, Ilya Pollak:
Non-parametric prediction of the mid-price dynamics in a limit order book. SSP 2012: 896-899 - [e7]Charles A. Bouman, Ilya Pollak, Patrick J. Wolfe:
Computational Imaging X, part of the IS&T-SPIE Electronic Imaging Symposium, Burlingame, California, USA, January 23-24, 2012, Proceedings. SPIE Proceedings 8296, IS&T/SPIE 2012, ISBN 978-0-8194-8943-2 [contents] - [i1]Zhang Li, Ilya Pollak:
Sparsifying Defaults: Optimal Bailout Policies for Financial Networks in Distress. CoRR abs/1209.3982 (2012) - 2011
- [j14]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): 14-15 (2011) - [j13]Ilya Pollak:
Incorporating Financial Applications in Signal Processing Curricula. IEEE Signal Process. Mag. 28(5): 122-125 (2011) - [j12]Ilya Pollak:
Statistics and Data Analysis for Financial Engineering (Ruppert, D.; 2011) [Book Reviews]. IEEE Signal Process. Mag. 28(5): 146-147 (2011) - [c29]Kai-Lung Hua, Rong Zhang, Mary L. Comer, Ilya Pollak:
Efficient coders for large tree-structured dictionaries of tilings. ACSCC 2011: 230-234 - [c28]Ilya Pollak:
Weight shrinkage for portfolio optimization. CAMSAP 2011: 37-40 - [c27]Mayur Agrawal, Debabrata Mohapatra, Ilya Pollak:
Empirical evidence against CAPM: Relating alphas and returns to betas. ICASSP 2011: 5732-5735 - [c26]Ka Ki Ng, Priyanka Agarwal, Nathan Mullen, Dzung Du, Ilya Pollak:
Comparison of several covariance matrix estimators for portfolio optimization. ICASSP 2011: 5752-5755 - [e6]Charles A. Bouman, Ilya Pollak, Patrick J. Wolfe:
Computational Imaging IX, part of the IS&T-SPIE Electronic Imaging Symposium, San Francisco Airport, California, USA, January 24-25, 2011, Proceedings. SPIE Proceedings 7873, IS&T/SPIE 2011, ISBN 978-0-8194-8410-9 [contents] - 2010
- [e5]Charles A. Bouman, Ilya Pollak, Patrick J. Wolfe:
Computational Imaging VIII, part of the IS&T-SPIE Electronic Imaging Symposium, San Jose, CA, USA, January 18-19, 2010, Proceedings. SPIE Proceedings 7533, IS&T/SPIE 2010, ISBN 978-0-8194-7926-6 [contents]
2000 – 2009
- 2009
- [j11]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): 2518-2535 (2009) - [c25]Jianing Wei, Thomas M. Talavage, Ilya Pollak:
A new method for FMRI activation detection. Computational Imaging 2009: 724608 - [e4]Charles A. Bouman, Eric L. Miller, Ilya Pollak:
Computational Imaging VII, part of the IS&T-SPIE Electronic Imaging Symposium, San Jose, CA, USA, January 19-20, 2009, Proceedings. SPIE Proceedings 7246, SPIE 2009, ISBN 978-0-8194-7496-4 [contents] - 2008
- [j10]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): 043011 (2008) - [c24]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: 68140 - [c23]Hsiao-Chiang Chuang, Landis M. Huffman, Mary L. Comer, Jeff P. Simmons, Ilya Pollak:
An automated segmentation for nickel-based superalloy. ICIP 2008: 2280-2283 - [e3]Charles A. Bouman, Eric L. Miller, Ilya Pollak:
Computational Imaging VI, part of the IS&T-SPIE Electronic Imaging Symposium, San Jose, CA, USA, January 28-29, 2008, Proceedings. SPIE Proceedings 6814, SPIE 2008, ISBN 978-0-8194-69861 [contents] - 2007
- [j9]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): 1504-1519 (2007) - [c22]Wiley Wang, Ilya Pollak:
A multiscale statistical model for time series forecasting. Computational Imaging 2007: 649815 - [c21]Wiley Wang, Vlad Portnoy, Ilya Pollak:
A Stochastic Context-Free Grammar Model for Time Series Analysis. ICASSP (3) 2007: 1245-1248 - [c20]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: 237-240 - [c19]Jianing Wei, Ilya Pollak:
A New Framework for FMRI Data Analysis: Modeling, Image Restoration, and Activation Detection. ICIP (5) 2007: 505-508 - [e2]Charles A. Bouman, Eric L. Miller, Ilya Pollak:
Computational Imaging V, San Jose, CA, USA, January 29-31, 2007. SPIE Proceedings 6498, SPIE 2007, ISBN 978-0-8194-6611-2 [contents] - 2006
- [j8]Yan Huang, Ilya Pollak, Minh N. Do, Charles A. Bouman:
Fast Search for Best Representations in Multitree Dictionaries. IEEE Trans. Image Process. 15(7): 1779-1793 (2006) - [j7]Xiaogang Dong, Ilya Pollak:
Multiscale Segmentation With Vector-Valued Nonlinear Diffusions on Arbitrary Graphs. IEEE Trans. Image Process. 15(7): 1993-2005 (2006) - [j6]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): 3033-3052 (2006) - [j5]Yan Huang, Ilya Pollak, Charles A. Bouman, Minh N. Do:
Best basis search in lapped dictionaries. IEEE Trans. Signal Process. 54(2): 651-664 (2006) - [c18]Wiley Wang, Tak-Shing Wong, Ilya Pollak, Charles A. Bouman, Mary P. Harper:
Modeling hierarchical structure of images with stochastic grammars. Computational Imaging 2006: 606502 - [c17]Xiaogang Dong, Ilya Pollak:
Approximate Methods for Constrained Total Variation Minimization. CSR 2006: 403-414 - [c16]Xiaogang Dong, Ilya Pollak:
Circle-Valued Nonlinear Diffusions with Application to Texture Segmentation. ICIP 2006: 1105-1108 - [c15]Kai-Lung Hua, Ilya Pollak, Mary L. Comer:
Optimal Image Tilings with Application to Video Compression. ICIP 2006: 2497-2500 - [e1]Charles A. Bouman, Eric L. Miller, Ilya Pollak:
Computational Imaging IV, San Jose, CA, USA, January 15, 2006. SPIE Proceedings 6065, SPIE 2006, ISBN 978-0-8194-6105-6 [contents] - 2005
- [j4]Yan Huang, Ilya Pollak:
MLC: a novel image coder based on multitree local cosine dictionaries. IEEE Signal Process. Lett. 12(12): 843-846 (2005) - [j3]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): 484-498 (2005) - [c14]Yan Huang, Ilya Pollak, Charles A. Bouman:
Image Compression with Multitree Tilings. ICASSP (2) 2005: 193-196 - [c13]Yan Huang, Ilya Pollak, Minh N. Do, Charles A. Bouman:
Optimal representations in multitree dictionaries with application to compression. ICIP (1) 2005: 77-80 - [c12]Xiaogang Dong, Ilya Pollak:
Multiscale texture segmentation with vector-valued nonlinear diffusions on arbitrary graphs. ICIP (3) 2005: 824-827 - 2004
- [c11]Yan Huang, Ilya Pollak, Charles A. Bouman, Minh N. Do:
Time-frequency analysis with best local cosine bases. Computational Imaging 2004: 187-192 - [c10]Yan Huang, Ilya Pollak, Charles A. Bouman, Minh N. Do:
New algorithms for best local cosine basis search. ICASSP (2) 2004: 773-776 - 2003
- [c9]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: 305-308 - [c8]Ilya Pollak, Jeffrey Mark Siskind, Mary P. Harper, Charles A. Bouman:
Parameter estimation for spatial random trees using the EM algorithm. ICIP (1) 2003: 257-260 - [c7]Cüneyt M. Taskiran, Ilya Pollak, Charles A. Bouman, Edward J. Delp:
Stochastic Models of Video Structure for Program Genre Detection. VLBV 2003: 84-92 - 2002
- [j2]Ilya Pollak:
Nonlinear multiscale filtering. IEEE Signal Process. Mag. 19(5): 26-36 (2002) - 2001
- [c6]Ilya Pollak:
ML optimality of PDE-based segmentation algorithms. ICIP (2) 2001: 564 - 2000
- [j1]Ilya Pollak, Alan S. Willsky, Hamid Krim:
Image segmentation and edge enhancement with stabilized inverse diffusion equations. IEEE Trans. Image Process. 9(2): 256-266 (2000)
1990 – 1999
- 1999
- [b1]Ilya Pollak:
Nonlinear scale-space analysis in image processing. Massachusetts Institute of Technology, Cambridge, MA, USA, 1999 - [c5]Ilya Pollak, Alan S. Willsky, Hamid Krim:
A nonlinear diffusion equation as a fast and optimal solver of edge detection problems. ICASSP 1999: 3449-3452 - 1998
- [c4]B. Pouye, Amel Benazza-Benyahia, Ilya Pollak, Jean-Christophe Pesquet, Hamid Krim:
Nonlinear frame-like decompositions. EUSIPCO 1998: 1-4 - [c3]Ilya Pollak, Hamid Krim, Alan S. Willsky:
Stabilized Inverse Diffusion Equations and Segmentation of Vector-Valued Images. ICIP (3) 1998: 246-248 - [c2]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: 823-827 - 1997
- [c1]Ilya Pollak, Alan S. Willsky, Hamid Krim:
Scale Space Analysis by Stabilized Inverse Diffusion Equations. Scale-Space 1997: 200-211
Coauthor Index
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