J. L. Kellogg School of Management

Research Output

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Conference contribution
2019

Direct Estimation of Weights and Efficient Training of Deep Neural Networks without SGD

Dehmamy, N., Rohani, N. & Katsaggelos, A. K., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3232-3236 5 p. 8682781. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Information and learning in heterogeneous markets

Even, Y., Tahbaz-Salehi, A. & Vives, X., Jun 17 2019, ACM EC 2019 - Proceedings of the 2019 ACM Conference on Economics and Computation. Association for Computing Machinery, Inc, 1 p. (ACM EC 2019 - Proceedings of the 2019 ACM Conference on Economics and Computation).

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

2018

Collaborative shipping under information distortion

Padilla Tinoco, S. V., Spiliotopoulou, E. & Boute, R., Jan 1 2018, Information Systems, Logistics, and Supply Chain - 6th International Conference, ILS 2016, Revised Selected Papers. Temponi, C. & Vandaele, N. (eds.). Springer Verlag, p. 125-137 13 p. (Lecture Notes in Business Information Processing; vol. 262).

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

Understanding relational antecedents to ratings inflation in online labor markets

Rahman, H., Jan 1 2018, International Conference on Information Systems 2018, ICIS 2018. Association for Information Systems, (International Conference on Information Systems 2018, ICIS 2018).

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

2017

Approximate efficiency in matching markets

Immorlica, N., Lucier, B., Weyl, G. & Mollner, J., Jan 1 2017, Web and Internet Economics - 13th International Conference, WINE 2017, Proceedings. Devanur, N. R. & Lu, P. (eds.). Springer Verlag, p. 252-265 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10660 LNCS).

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

1 Scopus citations

Are words commensurate with actions? Quantifying commitment to a cause from online public messaging

Wang, Z., Cutler, J. & Culotta, A., Dec 15 2017, Proceeding - 17th IEEE International Conference on Data Mining Workshops, ICDMW 2017. Gottumukkala, R., Karypis, G., Raghavan, V., Wu, X., Miele, L., Aluru, S., Ning, X. & Dong, G. (eds.). IEEE Computer Society, p. 1050-1057 8 p. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2017-November).

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

Column generation approach to the convex recoloring problem on a tree

Chopra, S., Erdem, E., Kim, E. & Shim, S., Jan 1 2017, Modeling and Optimization: Theory and Applications- MOPTA, Selected Contributions. Takac, M. & Terlaky, T. (eds.). Springer New York LLC, p. 39-53 15 p. (Springer Proceedings in Mathematics and Statistics; vol. 213).

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

1 Scopus citations

Fluid-model-based car routing for modern ridesharing systems

Braverman, A., Dai, J. G., Liu, X. & Ying, L., Jun 5 2017, SIGMETRICS 2017 Abstracts - Proceedings of the 2017 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, Inc, p. 11-12 2 p. (SIGMETRICS 2017 Abstracts - Proceedings of the 2017 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems).

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

4 Scopus citations

Information sharing and privacy in networks

Gradwohl, R., Jun 20 2017, EC 2017 - Proceedings of the 2017 ACM Conference on Economics and Computation. Association for Computing Machinery, Inc, p. 349-350 2 p. (EC 2017 - Proceedings of the 2017 ACM Conference on Economics and Computation).

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

Robust supply function bidding in electricity markets with renewables

Xiao, Y., Bandi, C. & Wei, E., Feb 10 2017, 54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016. Institute of Electrical and Electronics Engineers Inc., p. 243-247 5 p. 7852236. (54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016).

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

Supply function equilibrium in power markets: Mesh networks

Xiao, Y., Bandi, C. & Wei, E., Apr 19 2017, 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 861-865 5 p. 7905965. (2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings).

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

Voting in the limelight

Gradwohl, R., Jun 20 2017, EC 2017 - Proceedings of the 2017 ACM Conference on Economics and Computation. Association for Computing Machinery, Inc, p. 285-286 2 p. (EC 2017 - Proceedings of the 2017 ACM Conference on Economics and Computation).

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

2016

Analysis of link formation, persistence and dissolution in NetSense data

Bahulkar, A., Szymanski, B. K., Lizardo, O., Dong, Y., Yang, Y. & Chawla, N. V., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Kumar, R., Caverlee, J. & Tong, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1197-1204 8 p. 7752391. (Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016).

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

5 Scopus citations

A Review of Regression Procedures for Randomized Response Data, Including Univariate and Multivariate Logistic Regression, the Proportional Odds Model and Item Response Model, and Self-Protective Responses

Cruyff, M. J. L. F., Böckenholt, U., van der Heijden, P. G. M. & Frank, L. E., Jan 1 2016, Data Gathering, Analysis and Protection of Privacy Through Randomized Response Techniques: Qualitative and Quantitative Human Traits, 2016. Chaudhuri, A., Christofides, T. C. & Rao, C. R. (eds.). Elsevier, p. 287-315 29 p. (Handbook of Statistics; vol. 34).

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

6 Scopus citations

Efficiency of linear supply function bidding in electricity markets

Xiao, Y., Bandi, C. & Wei, E., 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. 689-692 4 p. 7421220. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2016-February).

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

3 Scopus citations

Efficiency of supply function equilibrium in networked markets

Xiao, Y., Bandi, C. & Wei, E., Apr 4 2016, 2015 53rd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2015. Institute of Electrical and Electronics Engineers Inc., p. 733-735 3 p. 7447077. (2015 53rd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2015).

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

1 Scopus citations

How Mobile Shopping Affects Customer Purchase Behavior: A Retailer’s Perspective

Malthouse, E. C., Krishnamurthi, L. & Wang, R. J. H., 2016, Let’s Get Engaged! Crossing the Threshold of Marketing’s Engagement Era: Proceedings of the 2014 Academy of Marketing Science (AMS) Annual Conference. Obal, M. W., Krey, N. & Bushardt, C. (eds.). p. 703-704 2 p.

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

Inspiration or preparation? Explaining creativity in scientific enterprise

Zhang, X., Wang, D. & Wang, T., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 741-750 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 24-28-October-2016).

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

Mining and Organizing User-Generated Content to Identify Attributes and Attribute Levels

Timoshenko, A. & Hauser, J. R., 2016, Proceedings of the Sawtooth Software Conference. p. 295-314 20 p.

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

Social networks under stress

Romero, D. M., Uzzi, B. & Kleinberg, J., Jan 1 2016, 25th International World Wide Web Conference, WWW 2016. International World Wide Web Conferences Steering Committee, p. 9-20 12 p. (25th International World Wide Web Conference, WWW 2016).

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

23 Scopus citations
2015

A few strong knapsack facets

Chopra, S., Shim, S. & Steffy, D. E., Jan 1 2015, Modeling and Optimization: Theory and Applications, MOPTA, Selected Contributions. Defourny, B. & Terlaky, T. (eds.). Springer New York LLC, p. 77-94 18 p. (Springer Proceedings in Mathematics and Statistics; vol. 147).

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

2 Scopus citations

Collaboration signatures reveal scientific impact

Dong, Y., Johnson, R. A., Yang, Y. & Chawla, N. V., Aug 25 2015, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Pei, J., Tang, J. & Silvestri, F. (eds.). Association for Computing Machinery, Inc, p. 480-487 8 p. (Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015).

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

6 Scopus citations

Enacting social and commercial logics in issue selling

Alt, E. & Craig, J. B., Jan 1 2015, 75th Annual Meeting of the Academy of Management, AOM 2015. Academy of Management, p. 1431-1436 6 p.

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

Fairness considerations in network flow problems

Wei, E. & Bandi, C., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 6909-6914 6 p. 7403308. (Proceedings of the IEEE Conference on Decision and Control; vol. 54rd IEEE Conference on Decision and Control,CDC 2015).

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

2 Scopus citations

Network vs market relations: The effect of friends in crowdfunding

Horvát, E. Á., Uparna, J. & Uzzi, B., Aug 25 2015, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Pei, J., Tang, J. & Silvestri, F. (eds.). Association for Computing Machinery, Inc, p. 226-233 8 p. (Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015).

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

7 Scopus citations

Predicting the demographics of Twitter users from website traffic data

Culotta, A., Ravi, N. K. & Cutler, J., Jun 1 2015, Proceedings of the 29th AAAI Conference on Artificial Intelligence, AAAI 2015 and the 27th Innovative Applications of Artificial Intelligence Conference, IAAI 2015. AI Access Foundation, Vol. 1. p. 72-78 7 p.

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

62 Scopus citations

The evolution of social relationships and strategies across the lifespan

Dong, Y., Chawla, N. V., Tang, J., Yang, Y. & Yang, Y., Jan 1 2015, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Proceedings. Zadrozny, B., Bonchi, F., Zadrozny, B., Cardoso, J., Bonchi, F., Gavalda, R., Bonchi, F., Spiliopoulou, M., Gavalda, R., Pedreschi, D., Cardoso, J., Spiliopoulou, M., Cardoso, J., Pedreschi, D., Bonchi, F., Bifet, A., Pedreschi, D., Bifet, A., Zadrozny, B., Spiliopoulou, M., Pedreschi, D., Spiliopoulou, M., May, M., May, M., Bifet, A., Gavalda, R., Bifet, A., May, M., Zadrozny, B., May, M., Cardoso, J. & Gavalda, R. (eds.). Springer Verlag, p. 245-249 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9286).

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

2014

Betting strategies, market selection, and the wisdom of crowds

Kets, W., Sethi, R., Pennock, D. M. & Shah, N., Jan 1 2014, Proceedings of the 28th AAAI Conference on Artificial Intelligence and the 26th Innovative Applications of Artificial Intelligence Conference and the 5th Symposium on Educational Advances in Artificial Intelligence. AI Access Foundation, p. 735-741 7 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

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

2 Scopus citations

Cultural attributes and their influence on consumption patterns in popular music

Askin, N. & Mauskapf, M., Jan 1 2014, Social Informatics - 6th International Conference, SocInfo 2014, Proceedings. McFarland, D. & Aiello, L. M. (eds.). Springer Verlag, p. 508-530 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8851).

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

3 Scopus citations

How do your friends on social media disclose your emotions?

Yang, Y., Jia, J., Zhang, S., Wu, B., Chen, Q., Li, J., Xing, C. & Tang, J., Jan 1 2014, Proceedings of the 28th AAAI Conference on Artificial Intelligence and the 26th Innovative Applications of Artificial Intelligence Conference and the 5th Symposium on Educational Advances in Artificial Intelligence. AI Access Foundation, p. 306-312 7 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

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

29 Scopus citations

Inferring user demographics and social strategies in mobile social networks

Dong, Y., Yang, Y., Tang, J. & Chawla, N. V., Jan 1 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 15-24 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

117 Scopus citations

Modeling and predicting popularity dynamics via reinforced Poisson Processes

Shen, H., Wang, D., Song, C. & Barabási, A. L., Jan 1 2014, Proceedings of the 28th AAAI Conference on Artificial Intelligence and the 26th Innovative Applications of Artificial Intelligence Conference and the 5th Symposium on Educational Advances in Artificial Intelligence. AI Access Foundation, Vol. 1. p. 291-297 7 p.

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

80 Scopus citations

Quantifying herding effects in crowd wisdom

Wang, T., Wang, D. & Wang, F., Jan 1 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1087-1096 10 p.

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

21 Scopus citations
2013

ALIVE: A multi-relational link prediction environment for the healthcare domain

Johnson, R. A., Yang, Y., Aguiar, E., Rider, A. & Chawla, N. V., Mar 5 2013, Emerging Trends in Knowledge Discovery and Data Mining - PAKDD 2012 International Workshops: DMHM, GeoDoc, 3Clust, and DSDM, Revised Selected Papers. p. 36-46 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7769 LNAI).

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

2 Scopus citations

Link prediction in human mobility networks

Yang, Y., Chawla, N. V., Basu, P., Prabhala, B. & La Porta, T., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 380-387 8 p.

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

8 Scopus citations

Motivated mind perception: Treating pets as people and people as animals

Epley, N., Schroeder, J. & Waytz, A., Jan 1 2013, Objectification and (De)Humanization: 60th Nebraska Symposium on Motivation. Springer New York LLC, p. 127-152 26 p. (Nebraska Symposium on Motivation; vol. 60).

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

14 Scopus citations

Prominence in networks: A co-evolving process

Yang, Y., Chawla, N. V., Lu, X. & Adali, S., Oct 28 2013, Proceedings of the 2013 IEEE 2nd International Network Science Workshop, NSW 2013. p. 58-65 8 p. 6609195. (Proceedings of the 2013 IEEE 2nd International Network Science Workshop, NSW 2013).

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

Red black network: Temporal and topological analysis of two intertwined social networks

Pandit, S., Koch, J., Yang, Y., Uzzi, B. & Chawla, N. V., Dec 1 2013, Proceedings - 2013 IEEE Military Communications Conference, MILCOM 2013. p. 719-724 6 p. 6735708. (Proceedings - IEEE Military Communications Conference MILCOM).

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

Welfare-improving cascades and the effect of noisy reviews

Arnosti, N. & Russo, D., Dec 1 2013, Web and Internet Economics - 9th International Conference, WINE 2013, Proceedings. p. 405-420 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8289 LNCS).

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

2012

Ambiguous language and differences in beliefs

Halpern, J. Y. & Kets, W., Jan 1 2012, 13th International Conference on the Principles of Knowledge Representation and Reasoning, KR 2012. Institute of Electrical and Electronics Engineers Inc., p. 329-338 10 p. (Proceedings of the International Workshop on Temporal Representation and Reasoning).

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

1 Scopus citations

Comment on "Generality, Recombination, and Re-Use"

Jones, B. F., 2012, The Rate and Direction of Inventive Activity Revisited. Lerner, J. & Stern, S. (eds.). National Bureau of Economic Research (NBER), p. 656-661 6 p.

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

Geography and opportunities for collaborative relationships: Evidence from the us senate chamber

Chown, J. D. & Liu, C. C., Jan 1 2012, Academy of Management 2012 Annual Meeting, AOM 2012. Academy of Management, p. 609-614 6 p.

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

Identifying culture and leveraging cultural differences for negotiation agents

Ziebart, B., Dudík, M., Gordon, G., Sycara, K., Adair, W. & Brett, J., Jan 1 2012, Proceedings of the 45th Annual Hawaii International Conference on System Sciences, HICSS-45. IEEE Computer Society, p. 618-627 10 p. 6148603. (Proceedings of the Annual Hawaii International Conference on System Sciences).

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

3 Scopus citations

Maximizing information spread through influence structures in social networks

Pandit, S., Yang, Y. & Chawla, N. V., Dec 1 2012, Proceedings - 12th IEEE International Conference on Data Mining Workshops, ICDMW 2012. p. 258-265 8 p. 6406449

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

5 Scopus citations

On consensus and exponentially fast social learning

Molavi, P., Rad, K. R., Tahbaz-Salehi, A. & Jadbabaie, A., Nov 26 2012, 2012 American Control Conference, ACC 2012. p. 2165-2170 6 p. 6315271. (Proceedings of the American Control Conference).

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

5 Scopus citations

Predicting links in multi-relational and heterogeneous networks

Yang, Y., Chawla, N., Sun, Y. & Hani, J., Dec 1 2012, Proceedings - 12th IEEE International Conference on Data Mining, ICDM 2012. p. 755-764 10 p. 6413854

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

66 Scopus citations
2011

Detecting communities in time-evolving proximity networks

Pandit, S., Yang, Y., Kawadia, V., Sreenivasan, S. & Chawla, N. V., Sep 30 2011, Proceedings of the 2011 IEEE 1st International Network Science Workshop, NSW 2011. p. 173-179 7 p. 6004643. (Proceedings of the 2011 IEEE 1st International Network Science Workshop, NSW 2011).

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

7 Scopus citations

Human mobility, social ties, and link prediction

Wang, D., Pedreschi, D., Song, C., Giannotti, F. & Barabási, A. L., Sep 16 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. p. 1100-1108 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

383 Scopus citations

Information spreading in context

Wang, D., Wen, Z., Tong, H., Lin, C. Y., Song, C. & Barabási, A. L., Dec 1 2011, Proceedings of the 20th International Conference on World Wide Web, WWW 2011. p. 735-744 10 p. (Proceedings of the 20th International Conference on World Wide Web, WWW 2011).

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

86 Scopus citations

Is objective function the silver bullet? A case study of community detection algorithms on social networks

Yang, Y., Sun, Y., Pandit, S., Chawla, N. V. & Han, J., Sep 19 2011, Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011. p. 394-397 4 p. 5992630. (Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011).

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

6 Scopus citations