Items where Author is "Gomez-Rodriguez, Manuel"

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Number of items: 45.

Kim, Jooyeon and Tabibian, Behzad and Oh, Alice and Schölkopf, Bernhard and Gomez-Rodriguez, Manuel
(2018) Leveraging the Crowd to Detect and Reduce the Spread of Fake News and Misinformation.
In: Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018.
Conference: WSDM ACM International Conference on Web Search and Data Mining

Backes, Michael and Gomez-Rodriguez, Manuel and Manoharan, Praveen and Surma, Bartlomiej
(2017) Reconciling Privacy and Utility in Continuous-Time Diffusion Networks.
In: Proceedings of the 30th IEEE Computer Security Foundations Symposium (CSF '17).
Conference: CSF IEEE Computer Security Foundations Symposium (was CSFW)

Blond, Stevens Le and Gilbert, Cedric and Upadhyay, Utkarsh and Gomez-Rodriguez, Manuel and Choffnes, David
(2017) A Broad View of the Ecosystem of Socially Engineered Exploit Documents.
In: Proceedings of the 24th Annual Symposium on Network and Distributed System Security (NDSS '17).
Conference: NDSS Network and Distributed System Security Symposium

Tabibian, Behzad and Valera, Isabel and Farajtabar, Mehrdad and Song, Le and Schölkopf, Bernhard and Gomez-Rodriguez, Manuel
(2017) Distilling Information Reliability and Source Trustworthiness from Digital Traces.
In: 26th International World Wide Web Conference (WWW'17).
Conference: WWW The Web Conference (Formerly: International World Wide Web Conference)

Zafar, Bilal and Valera, Isabel and Gomez-Rodriguez, Manuel and Gummadi, Krishna P.
(2017) Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment.
In: 26th International World Wide Web Conference (WWW'17).
Conference: WWW The Web Conference (Formerly: International World Wide Web Conference)

Zarezade, Ali and Upadhyay, U. and Rabiee, H. and Gomez-Rodriguez, Manuel
(2017) RedQueen: An Online Algorithm for Smart Broadcasting in Social Networks.
In: WSDM '17: Proceedings of the 10th ACM International Conference on Web Search and Data Mining.
Conference: WSDM ACM International Conference on Web Search and Data Mining

Jankowiak, Martin and Gomez-Rodriguez, Manuel
(2017) Uncovering the Spatiotemporal Patterns of Collective Social Activity.
In: 2017 SIAM International Conference on Data Mining.
Conference: SDM SIAM International Conference on Data Mining

Farajtabar, Mehrdad and Wang, Yichen and Gomez-Rodriguez, Manuel and Li, Shuang and Zha, Hongyuan and Song, Le
(2017) COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Evolution.
Journal of Machine Learning Research, 18. 41:1–41:49.

Zarezade, Ali and De, Abir and Rabiee, Hamid R. and Gomez-Rodriguez, Manuel
(2017) Cheshire: An Online Algorithm for Activity Maximization in Social Networks.
CoRR, abs/17.

Tschiatschek, Sebastian and Singla, Adish and Gomez-Rodriguez, Manuel and Merchant, Arpit and Krause, Andreas
(2017) Detecting Fake News in Social Networks via Crowdsourcing.
CoRR, abs/17.

Zafar, Muhammad Bilal and Valera, Isabel and Gomez-Rodriguez, Manuel and Gummadi, Krishna P.
(2017) Fairness Constraints: Mechanisms for Fair Classification.
In: Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 20-22 April 2017, Fort Lauderdale, FL, USA.
Conference: AISTATS International Conference on Artificial Intelligence and Statistics

Zafar, Muhammad Bilal and Valera, Isabel and Gomez-Rodriguez, Manuel and Gummadi, Krishna P. and Weller, Adrian
(2017) From Parity to Preference-based Notions of Fairness in Classification.
In: Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA.
Conference: NeurIPS Conference on Neural Information Processing Systems

Kusmierczyk, Tomasz and Gomez-Rodriguez, Manuel
(2017) Harnessing Natural Experiments to Quantify the Causal Effect of Badges.
CoRR, abs/17.

Kim, Jooyeon and Tabibian, Behzad and Oh, Alice and Schölkopf, Bernhard and Gomez-Rodriguez, Manuel
(2017) Leveraging the Crowd to Detect and Reduce the Spread of Fake News and Misinformation.
CoRR, abs/17.

Mavroforakis, Charalampos and Valera, Isabel and Gomez-Rodriguez, Manuel
(2017) Modeling the Dynamics of Learning Activity on the Web.
In: Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017.

Tabibian, Behzad and Upadhyay, Utkarsh and De, Abir and Zarezade, Ali and Schölkopf, Bernhard and Gomez-Rodriguez, Manuel
(2017) Optimizing Human Learning.
CoRR, abs/17.

Du, Nan and Liang, Yingyu and Balcan, Maria-Florina and Gomez-Rodriguez, Manuel and Zha, Hongyuan and Song, Le
(2017) Scalable Influence Maximization for Multiple Products in Continuous-Time Diffusion Networks.
Journal of Machine Learning Research, 18. 2:1–2:45.

Upadhyay, Utkarsh and Valera, Isabel and Gomez-Rodriguez, Manuel
(2017) Uncovering the Dynamics of Crowdlearning and the Value of Knowledge.
In: Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017.
Conference: WSDM ACM International Conference on Web Search and Data Mining

Du, Nan and Liang, Yingyu and Balcan, Maria-Florina and Gomez-Rodriguez, Manuel and Zha, Hongyuan and Song, Le
(2016) Estimating Diffusion Networks: Recovery Conditions, Sample Complexity & Soft-thresholding Algorithm.
Journal of Machine Learning Research (JMLR).

Gomez-Rodriguez, Manuel and Song, Le and Du, Nan and Zha, Hongyuan and Schölkopf, Bernhard
(2016) Influence Estimation and Maximization in Continuous-Time Diffusion Networks.
ACM Transactions on Information Systems (TOIS).

De, Abir and Valera, Isabel and Ganguly, Niloy and Bhattacharya, Sourangshu and Gomez-Rodriguez, Manuel
(2016) Learning and Forecasting Opinion Dynamics in Social Networks.
In: NIPS '16: Advances in Neural Information Processing Systems.
Conference: NeurIPS Conference on Neural Information Processing Systems

Babaei, Mahmoudreza and Grabowicz, Przemyslaw A. and Valera, Isabel and Gummadi, Krishna P. and Gomez-Rodriguez, Manuel
(2016) On the Efficiency of the Information Networks in Social Media.
In: Proceedings of the 9th ACM International Conference on Web Search and Data Mining.
Conference: WSDM ACM International Conference on Web Search and Data Mining

Karimi, M. and Tavakoli, E. and Farajtabar, Mehrdad and Song, Le and Gomez-Rodriguez, Manuel
(2016) Smart Broadcasting: Do you want to be seen?
In: Proc. of the 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'16).
Conference: KDD ACM International Conference on Knowledge Discovery and Data Mining

Du, Nan and Dai, Hanjun and Trivedi, Rakshit and Upadhyay, Utkarsh and Gomez-Rodriguez, Manuel and Song, Le
(2016) Recurrent Marked Temporal Point Processes: Embedding Event History to Vector.
In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016.
Conference: KDD ACM International Conference on Knowledge Discovery and Data Mining

Farajtabar, Mehrdad and Gomez-Rodriguez, Manuel and Du, Nan and Zamani, Mohammad and Zha, Hongyuan and Song, Le
(2015) Back to the Past: Source Identification in Diffusion Networks from Partially Observed Cascades.
In: Proceedings of the 18th International Conference on Artificial Intelligence and Statistics (AISTATS).
Conference: AISTATS International Conference on Artificial Intelligence and Statistics

Farajtabar, M. and Wang, Y and Gomez-Rodriguez, Manuel and Li, S and Zha, H and Song, Le
(2015) COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution.
In: NIPS '15: Advances in Neural Information Processing Systems.
Conference: NeurIPS Conference on Neural Information Processing Systems

Babaei, Mahmoudreza and Grabowicz, Przemyslaw A. and Valera, Isabel and Gomez-Rodriguez, Manuel
(2015) Quantifying Information Overload in Social Media and its Impact on Social Contagions.
In: ICWSM '15: Proceedings of the 9th International AAAI Conference on Weblogs and Social Media.

Farajtabar, Mehrdad and Gomez-Rodriguez, Manuel and Wang, Yichen and Li, Shuang and Zha, Hongyuan and Song, Le
(2015) Co-evolutionary Dynamics of Information Diffusion and Network Structure.
In: Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume.
Conference: KDD ACM International Conference on Knowledge Discovery and Data Mining

Gomez-Rodriguez, Manuel and Song, Le
(2015) Diffusion in Social and Information Networks: Research Problems, Probabilistic Models and Machine Learning Methods.
In: Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015.
Conference: KDD ACM International Conference on Knowledge Discovery and Data Mining

Valera, Isabel and Gomez-Rodriguez, Manuel
(2015) Modeling Adoption and Usage of Competing Products.
In: 2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015.
Conference: ICDM IEEE International Conference on Data Mining

Babaei, Mahmoudreza and Grabowicz, Przemyslaw A. and Valera, Isabel and Gomez-Rodriguez, Manuel
(2015) On the Users' Efficiency in the Twitter Information Network.
In: Proceedings of the Ninth International Conference on Web and Social Media, ICWSM 2015, University of Oxford, Oxford, UK, May 26-29, 2015.

Gomez-Rodriguez, Manuel and Gummadi, Krishna P. and Schölkopf, Bernhard
(2014) Quantifying Information Overload in Social Media and Its Impact on Social Contagions.
In: Proceedings of the Eighth International Conference on Weblogs and Social Media, ICWSM 2014, Ann Arbor, Michigan, USA, June 1-4, 2014..

Valera, Isabel and Gomez-Rodriguez, Manuel and Gummadi, Krishna P.
(2014) Modeling Diffusion of Competing Products and Conventions in Social Media.
CoRR, abs/14.

Gomez-Rodriguez, Manuel and Song, Le and Schölkopf, Bernhard
(2014) Open Problem: Finding Good Cascade Sampling Processes for the Network Inference Problem.
In: Proceedings of The 27th Conference on Learning Theory, COLT 2014, Barcelona, Spain, June 13-15, 2014.
Conference: COLT Annual Conference on Computational Learning Theory

Farajtabar, Mehrdad and Du, Nan and Gomez-Rodriguez, Manuel and Valera, Isabel and Zha, Hongyuan and Song, Le
(2014) Shaping Social Activity by Incentivizing Users.
In: Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada.
Conference: NeurIPS Conference on Neural Information Processing Systems

Gomez-Rodriguez, Manuel and Leskovec, Jure
(2014) Visualizing information networks: the 2011 Fukushima earthquake.
AI Matters, 1 (1). 23–24.

Gomez-Rodriguez, Manuel and Leskovec, Jure and Schölkopf, Bernhard
(2013) Modeling Information Propagation with Survival Theory.
In: Proceedings of the 30th International Conference on Machine Learning, ICML 2013, Atlanta, GA, USA, 16-21 June 2013.
Conference: ICML International Conference on Machine Learning

Du, Nan and Song, Le and Gomez-Rodriguez, Manuel and Zha, Hongyuan
(2013) Scalable Influence Estimation in Continuous-Time Diffusion Networks.
In: Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States..
Conference: NeurIPS Conference on Neural Information Processing Systems

Gomez-Rodriguez, Manuel and Rogati, Monica
(2012) Bridging offline and online social graph dynamics.
In: 21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012.
Conference: CIKM ACM International Conference on Information and Knowledge Management

Gomez-Rodriguez, Manuel and Leskovec, Jure and Krause, Andreas
(2012) Inferring Networks of Diffusion and Influence.
TKDD, 5 (4). 21:1–21:37.

Gomez-Rodriguez, Manuel and Schölkopf, Bernhard
(2012) Influence Maximization in Continuous Time Diffusion Networks.
CoRR, abs/12.

Gomez-Rodriguez, Manuel and Leskovec, Jure and Schölkopf, Bernhard
(2012) Structure and Dynamics of Information Pathways in Online Media.
CoRR, abs/12.

Gomez-Rodriguez, Manuel and Schölkopf, Bernhard
(2012) Submodular Inference of Diffusion Networks from Multiple Trees.
In: Proceedings of the 29th International Conference on Machine Learning, ICML 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012.
Conference: ICML International Conference on Machine Learning

Gomez-Rodriguez, Manuel and Balduzzi, David and Schölkopf, Bernhard
(2011) Uncovering the Temporal Dynamics of Diffusion Networks.
In: Proceedings of the 28th International Conference on Machine Learning, ICML 2011, Bellevue, Washington, USA, June 28 - July 2, 2011.

Gomez-Rodriguez, Manuel and Peters, Jan and Hill, Jeremy N. and Schölkopf, Bernhard
(2010) Closing the sensorimotor loop: Haptic feedback facilitates decoding of arm movement imagery.
In: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Istanbul, Turkey, 10-13 October 2010.

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