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Research Output

2020

From graph topology to ODE models for gene regulatory networks

Kang, X., Hajek, B. & Hanzawa, Y., 2020, In : PloS one. 15, 6, p. e0235070

Research output: Contribution to journalArticle

Open Access
2019

Community Recovery in a Preferential Attachment Graph

Hajek, B. & Sankagiri, S., Nov 2019, In : IEEE Transactions on Information Theory. 65, 11, p. 6853-6874 22 p., 8771226.

Research output: Contribution to journalArticle

On non-unique solutions in mean field games

Hajek, B. & Livesay, M., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1219-1224 6 p. 9029906. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Per-Flow Cardinality Estimation Based On Virtual LogLog Sketching

Zhou, Z. & Hajek, B., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8692884. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series experimental design under one-shot sampling: The importance of condition diversity

Kang, X., Hajek, B., Wu, F. & Hanzawa, Y., Oct 2019, In : PloS one. 14, 10, e0224577.

Research output: Contribution to journalArticle

Open Access

Transcriptome-Enabled Network Inference Revealed the GmCOL1 Feed-Forward Loop and Its Roles in Photoperiodic Flowering of Soybean

Wu, F., Kang, X., Wang, M., Haider, W., Price, W. B., Hajek, B. & Hanzawa, Y., Nov 8 2019, In : Frontiers in Plant Science. 10, 1221.

Research output: Contribution to journalArticle

Open Access
2018

Recovering a hidden community beyond the Kesten-Stigum threshold in O(|E|log|V|) time

Hajek, B., Wu, Y. & Xu, J., Jun 1 2018, In : Journal of Applied Probability. 55, 2, p. 325-352 28 p.

Research output: Contribution to journalArticle

Recovering a Hidden Community in a Preferential Attachment Graph

Hajek, B. & Sankagiri, S., Aug 15 2018, 2018 IEEE International Symposium on Information Theory, ISIT 2018. Institute of Electrical and Electronics Engineers Inc., p. 2097-2101 5 p. 8437450. (IEEE International Symposium on Information Theory - Proceedings; vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Submatrix localization via message passing

Hajek, B., Wu, Y. & Xu, J., Apr 1 2018, In : Journal of Machine Learning Research. 18, p. 1-52 52 p.

Research output: Contribution to journalArticle

2017

Information Limits for Recovering a Hidden Community

Hajek, B., Wu, Y. & Xu, J., Aug 2017, In : IEEE Transactions on Information Theory. 63, 8, p. 4729-4745 17 p., 7820122.

Research output: Contribution to journalArticle

2016

Achieving exact cluster recovery threshold via semidefinite programming

Hajek, B., Wu, Y. & Xu, J., May 2016, In : IEEE Transactions on Information Theory. 62, 5, p. 2788-2797 10 p., 7440870.

Research output: Contribution to journalArticle

Achieving Exact Cluster Recovery Threshold via Semidefinite Programming: Extensions

Hajek, B., Wu, Y. & Xu, J., Oct 2016, In : IEEE Transactions on Information Theory. 62, 10, p. 5918-5937 20 p., 7523889.

Research output: Contribution to journalArticle

Achieving exact cluster recovery threshold via semidefinite programming under the stochastic block model

Wu, Y., Xu, J. & Hajek, B., Feb 26 2016, Conference Record of the 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015. Matthews, M. B. (ed.). IEEE Computer Society, p. 1070-1074 5 p. 7421303. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2016-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Doubly randomized protocols for a random multiple access channel with “success–nonsuccess” feedback

Foss, S. G., Hajek, B. & Turlikov, A. M., Apr 1 2016, In : Problems of information transmission. 52, 2, p. 156-165 10 p.

Research output: Contribution to journalArticle

Information limits for recovering a hidden community

Hajek, B., Wu, Y. & Xu, J., Aug 10 2016, Proceedings - ISIT 2016; 2016 IEEE International Symposium on Information Theory. Institute of Electrical and Electronics Engineers Inc., p. 1894-1898 5 p. 7541628. (IEEE International Symposium on Information Theory - Proceedings; vol. 2016-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semidefinite programs for exact recovery of a hidden community

Hajek, B., Wu, Y. & Xu, J., Jun 6 2016, In : Journal of Machine Learning Research. 49, June, p. 1051-1095 45 p.

Research output: Contribution to journalConference article

2015

Achieving exact cluster recovery threshold via semidefinite programming

Hajek, B., Wu, Y. & Xu, J., Sep 28 2015, Proceedings - 2015 IEEE International Symposium on Information Theory, ISIT 2015. Institute of Electrical and Electronics Engineers Inc., p. 1442-1446 5 p. 7282694. (IEEE International Symposium on Information Theory - Proceedings; vol. 2015-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bounds implied by drift and applications

Hajek, B., Jun 24 2015, In : Performance Evaluation Review. 43, 1, 1 p.

Research output: Contribution to journalConference article

Clustering and inference from pairwise comparisons

Wu, R., Xu, J., Srikant, R., Massoulié, L., Lelarge, M. & Hajek, B., Jun 24 2015, In : Performance Evaluation Review. 43, 1, p. 449-450 2 p.

Research output: Contribution to journalConference article

Computational lower bounds for community detection on random graphs

Hajek, B., Wu, Y. & Xu, J., Jan 1 2015, In : Journal of Machine Learning Research. 40, 2015

Research output: Contribution to journalConference article

Exact recovery threshold in the binary censored block model

Hajek, B., Wu, Y. & Xu, J., Dec 17 2015, ITW 2015 - 2015 IEEE Information Theory Workshop. Institute of Electrical and Electronics Engineers Inc., p. 99-103 5 p. 7360742. (ITW 2015 - 2015 IEEE Information Theory Workshop).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On bidding with securities: Risk aversion and positive dependence

Abhishek, V., Hajek, B. & Williams, S. R., Mar 1 2015, In : Games and Economic Behavior. 90, p. 66-80 15 p.

Research output: Contribution to journalArticle

2014

A hybrid algorithm for content placement in distributed video on demand systems

Yang, J. Y. & Hajek, B., Jan 1 2014, 2014 IEEE International Symposium on Information Theory, ISIT 2014. Institute of Electrical and Electronics Engineers Inc., p. 816-820 5 p. 6874946. (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A maximal inequality for supermartingales

Hajek, B., Aug 14 2014, In : Electronic Communications in Probability. 19, 55.

Research output: Contribution to journalArticle

Jointly clustering rows and columns of binary matrices: Algorithms and trade-offs

Xu, J., Wu, R., Zhu, K., Hajek, B., Srikant, R. & Ying, L., Jan 1 2014, SIGMETRICS 2014 - Proceedings of the 2014 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, p. 29-41 13 p. (SIGMETRICS 2014 - Proceedings of the 2014 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Jointly clustering rows and columns of binary matrices: Algorithms and trade-offs

Xu, J., Wu, R., Zhu, K., Hajek, B., Srikant, R. & Ying, L., Jun 20 2014, In : Performance Evaluation Review. 42, 1, p. 29-41 13 p.

Research output: Contribution to journalConference article

Minimax-optimal inference from partial rankings

Hajek, B., Oh, S. & Xu, J., 2014, In : Advances in Neural Information Processing Systems. 2, January, p. 1475-1483 9 p.

Research output: Contribution to journalArticle

The stability of longest-queue-first scheduling with variable packet sizes

Maguluri, S. T., Hajek, B. & Srikant, R., Aug 2014, In : IEEE Transactions on Automatic Control. 59, 8, p. 2295-2300 6 p., 6728701.

Research output: Contribution to journalArticle

2013

Auctions with a profit sharing contract

Abhishek, V., Hajek, B. & Williams, S. R., Jan 1 2013, In : Games and Economic Behavior. 77, 1, p. 247-270 24 p.

Research output: Contribution to journalArticle

2012

Foreword

Başar, T. & Hajek, B., Dec 1 2012, In : 2012 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012. 6483187.

Research output: Contribution to journalEditorial

Stability of a peer-to-peer communication system

Zhu, J. & Hajek, B., Jun 25 2012, In : IEEE Transactions on Information Theory. 58, 7, p. 4693-4713 21 p., 6197716.

Research output: Contribution to journalArticle

The supermarket game

Xu, J. & Hajek, B., Oct 22 2012, 2012 IEEE International Symposium on Information Theory Proceedings, ISIT 2012. p. 2511-2515 5 p. 6283969. (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2011

Stability of a peer-to-peer communication system

Zhu, J. & Hajek, B., Jul 7 2011, PODC'11 - Proceedings of the 2011 ACM Symposium Principles of Distributed Computing. p. 321-329 9 p. (Proceedings of the Annual ACM Symposium on Principles of Distributed Computing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The stability of Longest-Queue-First scheduling with variable packet sizes

Maguluri, S. T., Hajek, B. & Srikant, R., Dec 1 2011, 2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011. p. 3770-3775 6 p. 6161014. (Proceedings of the IEEE Conference on Decision and Control).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2010

Efficiency loss in revenue optimal auctions

Abhishek, V. & Hajek, B., Dec 1 2010, 2010 49th IEEE Conference on Decision and Control, CDC 2010. p. 1082-1087 6 p. 5717950. (Proceedings of the IEEE Conference on Decision and Control).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Revenue optimal auction for single-minded buyers

Abhishek, V. & Hajek, B., Dec 1 2010, 2010 49th IEEE Conference on Decision and Control, CDC 2010. p. 1842-1847 6 p. 5717951. (Proceedings of the IEEE Conference on Decision and Control).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The missing piece syndrome in peer-to-peer communication

Hajek, B. & Zhu, J., Aug 23 2010, 2010 IEEE International Symposium on Information Theory, ISIT 2010 - Proceedings. p. 1748-1752 5 p. 5513266. (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2009

A mechanism for pricing service guarantees

Hajek, B. & Yang, S., Dec 1 2009, Proceedings - 2009 IEEE Information Theory Workshop on Networking and Information Theory, ITW 2009. p. 211-215 5 p. 5158573. (Proceedings - 2009 IEEE Information Theory Workshop on Networking and Information Theory, ITW 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Low-SNR capacity of noncoherent fading channels

Sethuraman, V., Wang, L., Hajek, B. & Lapidoth, A., Apr 16 2009, In : IEEE Transactions on Information Theory. 55, 4, p. 1555-1574 20 p.

Research output: Contribution to journalArticle

2008

A new mechanism for the free-rider problem

Sanghavi, S. & Hajek, B., Sep 19 2008, In : IEEE Transactions on Automatic Control. 53, 5, p. 1176-1183 8 p.

Research output: Contribution to journalArticle

Gossiping in networks: Towards understanding the power of protocols and network coding

Hajek, B., Aug 25 2008, Proceedings - 2008 4th Workshop on Network Coding, Theory, and Applications, NetCod 2008. 4476177. (Proceedings - 2008 4th Workshop on Network Coding, Theory, and Applications, NetCod 2008).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Paging and rergistration in cellular networks: Jointly optimal policies and an iterative algorithm

Hajek, B., Mitzel, K. & Yang, S., Feb 2008, In : IEEE Transactions on Information Theory. 54, 2, p. 608-622 15 p.

Research output: Contribution to journalArticle

Substitute valuations: Generation and structure

Hajek, B., Nov 1 2008, In : Performance Evaluation. 65, 11-12, p. 789-803 15 p.

Research output: Contribution to journalArticle

2007

Gossiping with multiple messages

Sanghavi, S., Hajek, B. & Massoulie, L., Sep 4 2007, Proceedings - IEEE INFOCOM 2007: 26th IEEE International Conference on Computer Communications. p. 2135-2143 9 p. 4215829. (Proceedings - IEEE INFOCOM).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gossiping with multiple messages

Sanghavi, S., Hajek, B. & Massoulie, L., Dec 1 2007, In : IEEE Transactions on Information Theory. 53, 12, p. 4640-4654 15 p.

Research output: Contribution to journalArticle

Low SNR capacity of fading channels -MIMO and delay spread

Sethuraman, V., Hajek, B., Wang, L. & Lapidoth, A., Dec 1 2007, Proceedings - 2007 IEEE International Symposium on Information Theory, ISIT 2007. p. 516-520 5 p. 4557277. (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2006

Adaptive induced fluctuations for multiuser diversity

Sanghavi, S. & Hajek, B., Jun 1 2006, In : IEEE Transactions on Wireless Communications. 5, 6, p. 1294-1305 12 p., 1638650.

Research output: Contribution to journalArticle