Publications
From Voimuri Wiki
Publications
(→Publications reporting on research supported by this MURI) |
(→Publications reporting on research supported by this MURI) |
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* J. Duchi, L. Mackey, and M. I. Jordan, "The asymptotics of ranking algorithms," ''Annals of Statistics'' (in press). [http://arxiv.org/pdf/1204.1688.pdf .pdf] | * J. Duchi, L. Mackey, and M. I. Jordan, "The asymptotics of ranking algorithms," ''Annals of Statistics'' (in press). [http://arxiv.org/pdf/1204.1688.pdf .pdf] | ||
| − | * E. Ertin, "Manifold learning methods for wide-angle SAR ATR," ''Proceedings of the 2013 International Conference on Radar'' | + | * E. Ertin, "Manifold learning methods for wide-angle SAR ATR," ''Proceedings of the 2013 International Conference on Radar'', Sep 2013.[http://www.ece.osu.edu/~ertine/Ertin2013.pdf .pdf] |
* B. Farrell and R. Nadakuditi,"Local spectrum of truncations of Kronecker products of Haar distributed unitary matrices," [https://www.dropbox.com/s/p0xcostkd9cahdv/FNJune27.pdf] | * B. Farrell and R. Nadakuditi,"Local spectrum of truncations of Kronecker products of Haar distributed unitary matrices," [https://www.dropbox.com/s/p0xcostkd9cahdv/FNJune27.pdf] | ||
Revision as of 20:37, March 15, 2014
Publications 2012
Publications reporting on research supported by this MURI
publications: links to publications resulting from this program.
2014
- J. Ash, E. Ertin, L. C. Potter, E. Zelnio, "Wide-Angle Synthetic Aperture Radar Imaging." IEEE Signal Processing Magazine, 2014 (accepted).
- G. Marjanovic and A.O. Hero, "On lq Estimation of Sparse Inverse Covariance," Proc. of IEEE Conf. on Acoustics, Speech and Signal Processing (ICASSP) 2014.
- T. Tsiligkaridis, B. M. Sadler and A.O. Hero, "Collaborative 20 questions for localization," IEEE Trans on Information Theory. In press. Available as arXiv:1306.1922 .pdf
- T. Xie, N. Nasrabadi and A.O. Hero, "Learning to classify with possible sensor failures," Proc. of IEEE Conf. on Acoustics, Speech and Signal Processing (ICASSP) 2014.
- D. Wei and A. O. Hero, "Multistage adaptive estimation of sparse signals," IEEE Journal of Selected Topics in Signal Processing (in press). .pdf
2013
- K. Beaudet and D. Cochran, "Multiple-channel detection in active sensing," Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, June 2013. .pdf
- K. Beaudet, L. Crider, and D. Cochran, "Detection in networked radar," Proc. SPIE 8746, Algorithms for Synthetic Aperture Radar Imagery XX, May 2013. .pdf
- V. Chandrasekaran and M. I. Jordan, "Computational and statistical tradeoffs via convex relaxation," Proceedings of the National Academy of Sciences, 2013. .pdf
- D. Teng and E. Ertin, "Optimal quantization of likelihood for low complexity sequential testing," Proceedings of the IEEE Global Conference on Signal and Information Processing, December 2013..pdf
- J. Duchi, M. I. Jordan, and M. Wainwright, "Privacy aware learning," Proceedings of NIPS, 2013. .pdf
- J. Duchi, M. I. Jordan and M. Wainwright, "Local privacy and statistical minimax rates", 54th Annual Symposium on Foundations of Computer Science (FOCS), 2013. .pdf
- J. Duchi, L. Mackey, and M. I. Jordan, "The asymptotics of ranking algorithms," Annals of Statistics (in press). .pdf
- E. Ertin, "Manifold learning methods for wide-angle SAR ATR," Proceedings of the 2013 International Conference on Radar, Sep 2013..pdf
- B. Farrell and R. Nadakuditi,"Local spectrum of truncations of Kronecker products of Haar distributed unitary matrices," [1]
- J. Gao and E. Ertin, "Contactless sensing of physiological signals using wideband RF probes," Proceedings of the 46th Asilomar Conference on Signals, Systems, and Computers, November 2013 .pdf
- M. I. Jordan, "On statistics, computation, and scalability," Bernoulli, 19, 1378-1390, (2013). .pdf
- A. Kleiner, A. Talwalkar, S. Agarwal, M. I. Jordan, and I. Stoica, "A general bootstrap performance diagnostic," Proceedings of the 19th ACM Conference on Knowledge Discovery and Data Mining (SIGKKD), Chicago 2013. .pdf
- A. Kleiner, A. Talwalkar, P. Sarkar, and M. I. Jordan, "A scalable bootstrap for massive data," Journal of the Royal Society, Series B (in press). .pdf
- Z. Meng, D. Wei, A. Wiesel, and A. Hero III, "Distributed learning of Gaussian graphical models via marginal likelihoods," Proceedings of AISTATS, 2013. (Received Notable Paper Award) .pdf
- Z. Meng, D. Wei, A, Wiesel A.O. Hero, "Marginal Likelihoods for Distributed Estimation of Graphical Model Parameters," Proceedings of IEEE CAMSAP 2013. (Received Best Student Paper Award) .pdf
- B. Mu, G. Chowdhary, and J. P. How, "Efficient distributed inference using adaptive censoring algorithms," Automatica (provisionally accepted).
- B. Mu, G. Chowdhary, and J. P. How, "Efficient distributed information fusion using adaptive decentralized censoring algorithms," Proceedings of the American Control Conference (ACC), Washington DC, July 2013.
- B. Mu, G. Chowdhary, and J. P. How, "Value-of-information aware active task assignment," Proceedings of the AIAA Guidance, Navigation, and Control Conference, Boston, August 2013.
- B. Mu, G. Chowdhary, and J. P. How, "Value-of-information aware active task assignment," Proceedings of SPIE Defense, Security, and Sensing Symposium, Baltimore 2013.
- R. Nadakuditi, "OptShrink: An algorithm for improved low-rank signal matrix denoising by optimal, data-driven singular value shrinkage," IEEE Transactions on Information Theory, Accepted for publication [2]
- R. Nadakuditi, "When are the most informative components for inference also the principal components," [3]
- R. Nadakuditi and M. Newman, "Spectra of random graphs with arbitrary expected degrees," Phys. Rev. E 87, 012803 (2013), .html
- G. Papachristoudis and J. W. Fisher III, "Efficient information planning in Markov chains," (submitted for publication).
- G. Papachristoudis and J. W. Fisher III, "Incremental belief propagation," (submitted for publication).
- M. R. Riedl, L. C. Potter, and E. Ertin, "Augmenting synthetic aperture radar with space time adaptive processing," Proceedings of SPIE, vol. 8746, Baltimore, May 2013...pdf
- P. Shearer, A. Gilbert and A.O. Hero, "Correcting camera shake by incremental sparse approximation," Proceedings of IEEE ICIP 2013. (Best Paper Award) .pdf
- N. Sugavanam and E. Ertin, "Sensor selection and placement in adversarial environments," Proceedings of the IEEE Global Conference on Signal and Information Processing, December 2013..pdf
- T. Tsiligkaridis, B. Sadler, A.O. Hero, "Blind Collaborative 20 Questions for Target Localization," Proceedings of GlobalSIP 2013.
- T. Tsiligkaridis and A. O. Hero III, "Covariance estimation in high dimensions via Kronecker product expansions," IEEE Transactions on Signal Processing (in press). Available on arXiv 1302.2686 .html
- T. Tsiligkaridis and A. Hero, "Low separation rank covariance estimation using Kronecker product expansions," Proceedings of the IEEE International Symposium on Information Theory (ISIT), Istanbul, 2013. .pdf
- T. Tsiligkaridis and A. Hero, and S. Zhou, "On convergence of Kronecker graphical lasso algorithms," IEEE Transactions on Signal Processing vol. 61, no. 9, pp. 1743--1755, 2013. Available as arXiv:1204.0585 .html
- T. Tsiligkaridis, B. Sadler, and A. Hero, "A collaborative 20 questions model for target search with human-machine interaction," Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, June 2013. .pdf
- T. Tsiligkaridis, B. M. Sadler and A. O. Hero III, "On decentralized estimation with active queries," available as arxiv:1312.7848 .pdf
- F. Wauthier, M. I. Jordan and N. Jojic, "Efficient ranking from pairwise comparisons", International Conference on Machine Learning (ICML), 2013. .pdf
- D. Wei and A.O. Hero, "A Performance Guarantee for Adaptive Estimation of Sparse Signals," Proceedings of IEEE GlobalSIP 2013. .pdf
- D. Wei and A. O. Hero, "Adaptive spectrum sensing and estimation," Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) May 2013. .pdf
- G. Whipps, E. Ertin and R. Moses, "Distributed detection with collisions in a random, single-hop wireless sensor network," Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, June 2013. .pdf
- Y. Zeng, C. Wang, S. Soatto, and S.-T. Yau, "Nonlinearly constrained MRFs: Exploring the intrinsic dimensions of higher-order cliques," Proc. IEEE International Conference on Computer Vision and Pattern Recognition, June 2013. .pdf
2012
- D. Cochran, S. D. Howard, and B. Moran, "Operator-theoretic modeling and waveform design for radar in the presence of Doppler," in Proceedings of IEEE-AESS RadarCon, pp. 774-777, May 2012. .pdf
- D. Cochran, S.D. Howard, B. Moran, and H.A. Schmitt, “Maximum-entropy Surrogation in Network Signal Detection,” Proceedings of the IEEE Statistical Signal Processing Workshop, August 2012. .pdf
- J.C. Duchi, L. Mackey, and M.I. Jordan, "The asymptotics of ranking algorithms," Apr. 2012. .pdf
- E. Ertin, "Sensor selection in adversarial setting," Proceedings of the IEEE Statistical Signal Processing Workshop, August 2012. .pdf
- G. Georgiadis, A. Ayvaci, and S. Soatto, "Actionable saliency detection," in Proc. of the IEEE Intl. Conf. on Comp. Vis. and Patt. Recog., 2012. .pdf
- V. Karasev, A. Chiuso, and S. Soatto, "Controlled recognition bounds for visual learning and exploration," Proceedings of NIPS, December 2012..pdf
- A. Kleiner, A. Talwalkar, P. Sarkar, M. Jordan, "The Big Data Bootstrap," Proceedings of the 29th International Conference on Machine Learning, Edinburgh, UK, 2012. .pdf
- L. Mackey, M. I. Jordan, R. Y. Chen, B. Farrell and J. A. Tropp, "Matrix concentration inequalities via the method of exchangeable pairs," arXiv:1201.6002, 2012. .html.
- Z. Meng, A. Wiesel, and A. O. Hero, "Distributed principal component analysis on networks via directed graphical models," IEEE ICASSP 2012. Author preprint .pdf
- T. Moldovan, P. Abbeel, "Safe Exploration in Markov Decision Processes," Proceedings of the 29th International Conference on Machine Learning, Edinburgh, UK, 2012. .pdf
- B. Moran, S. D. Howard, and D. Cochran, ``An information-geometric approach to sensor scheduling” (Invited paper), Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, April 2012. .pdf
- W. Moran, S. D. Howard, D. Cochran, and S. Suvorova, "Sensor Management via Riemannian Geometry," Proceedings of the Fiftieth Annual Asilomar Conference on Communication, Control and Computing,, October 2012. .pdf
- B. Mu, G. Chowdhary, and J. P. How, "Efficient distributed information fusion using value of information based censoring," Aerospace control laboratory technical report, Massachusetts Institute of Technology, July 2012. .html.
- S. Olver and R. Nadakuditi, "Numerical computation of convolutions in free probability theory," Arxiv preprint arXiv:1203.1958, 2012. [4]
- G. Papachristoudis and J. W. Fisher III, "Theoretical guarantees on penalized information gathering," Proceedings of the IEEE Statistical Signal Processing Workshop, August 2012. .pdf
- A. Ravichandran and S. Soatto, "Modeling stationarity at multiple time-scales for applications in fire detection and traffic monitoring," Proc. of the Eur. Conf. on Comp. Vision, 2012. .pdf
- A. Ravichandran and C. Wang and S. Soatto, "SuperFloxels: A Mid-Level Representation for Video Sequences," Proc. of ARTEMIS, October 2012. .pdf
- C. Rossler, E. Ertin, and R. L. Moses, "Waveform diversity and optimal change detection," Proceedings of the 46th Asilomar Conference on Signals, Sysyems, and Computers, November 2012.
- T. Tsiligkardis and A.O. Hero, "Sparse covariance estimation under Kronecker product structure," Proc. IEEE ICASSP, March 2012. .pdf
- T. Tsiligkardis, A.O. Hero, and S. Zhou, "Convergence properties of Kronecker graphical lasso algorithms," Proceedings of the IEEE Statistical Signal Processing Workshop, Ann Arbor MI, August 2012..pdf
- L. Valente, R. Tsai, and S. Soatto, "Information gathering control via exploratory path planning," Proc. of the Conf. on Information Sciences and Systems (CISS), March 2012. .pdf
- F. L. Wauthier and M. I. Jordan, "Bayesian bias mitigation for crowdsourcing," In P. Bartlett, F. Pereira, J. Shawe-Taylor and R. Zemel (Eds.), Advances in Neural Information Processing Systems (NIPS) 24, 2012..pdf
- D. Wei and A. Hero, "Multistage adaptive estimation of sparse signals," in Proceedings of the IEEE Statistical Signal Processing Workshop, Ann Arbor MI, August 2012. .pdf
- G. T. Whipps, E. Ertin, and R. L. Moses, “Threshold considerations in distributed detection in a network of sensors,” in Proceedings of SPIE Ground/Air Multisensor Interoperability, Integration, and Networking for Persistent ISR III, volume 8389, Baltimore, MD, May 2012. .pdf
- Z. Yi and S. Soatto, "Information Forests," Proc. ITA, Information Theory and Applications, Feb. 2012. Technical Report UCLA CSD 120002. .pdf
- Z. Zhang, S. Wang, D. Liu and M. I. Jordan, "EP-GIG priors and applications in Bayesian sparse learning," Journal of Machine Learning Research, 13, 2031-2061, 2012. .pdf
