@conference{ValSinGom18, title = {Enhancing the Accuracy and Fairness of Human Decision Making}, author = {Valera, I. and Singla, A. and Gomez Rodriguez, M.}, booktitle = {Advances in Neural Information Processing Systems 31 (NeurIPS 2018)}, pages = {1774--1783}, editors = {S. Bengio and H. Wallach and H. Larochelle and K. Grauman and N. Cesa-Bianchi and R. Garnett}, publisher = {Curran Associates, Inc.}, month = dec, year = {2018}, doi = {}, url = {http://papers.nips.cc/paper/7448-enhancing-the-accuracy-and-fairness-of-human-decision-making.pdf}, month_numeric = {12} } @conference{KapVerGomVal18, title = {Bayesian Nonparametric Hawkes Processes}, author = {Kapoor, J. and Vergari, A. and Gomez Rodriguez, M. and Valera, I.}, booktitle = {Bayesian Nonparametrics workshop at the 32nd Conference on Neural Information Processing Systems}, month = dec, year = {2018}, doi = {}, url = {https://drive.google.com/file/d/1ximMqFfm3axK0XmS5pen4ViKGBk1XfTh/view}, month_numeric = {12} } @conference{KimTabOhSchRod18, title = {Leveraging the Crowd to Detect and Reduce the Spread of Fake News and Misinformation}, author = {Kim, Jooyeon and Tabibian, Behzad and Oh, Alice and Sch{\"o}lkopf, Bernhard and Gomez Rodriguez, Manuel}, booktitle = {Proceedings of the 11th ACM International Conference on Web Search and Data Mining (WSDM)}, pages = {324--332}, editors = {Yi Chang, Chengxiang Zhai, Yan Liu, and Yoelle Maarek}, publisher = {ACM}, month = feb, year = {2018}, doi = {10.1145/3159652.3159734}, month_numeric = {2} } @conference{ZafValRodGumWel17, title = {From Parity to Preference-based Notions of Fairness in Classification}, author = {Zafar, M. B. and Valera, I. and Gomez Rodriguez, M. and Gummadi, K. and Weller, A.}, booktitle = {Advances in Neural Information Processing Systems 30 (NIPS 2017)}, pages = {229--239}, editors = {Guyon I. and Luxburg U.v. and Bengio S. and Wallach H. and Fergus R. and Vishwanathan S. and Garnett R.}, publisher = {Curran Associates, Inc.}, month = dec, year = {2017}, doi = {}, url = {http://papers.nips.cc/paper/6627-from-parity-to-preference-based-notions-of-fairness-in-classification.pdf}, month_numeric = {12} } @conference{Tabibanetal17, title = {Distilling Information Reliability and Source Trustworthiness from Digital Traces}, author = {Tabibian, B. and Valera, I. and Farajtabar, M. and Song, L. and Sch{\"o}lkopf, B. and Gomez Rodriguez, M.}, booktitle = {Proceedings of the 26th International Conference on World Wide Web (WWW)}, pages = {847--855}, editors = {Barrett, R., Cummings, R., Agichtein, E. and Gabrilovich, E. }, publisher = {ACM}, month = apr, year = {2017}, doi = {10.1145/3038912.3052672}, month_numeric = {4} } @article{GomSonDanSch16, title = {Estimating Diffusion Networks: Recovery Conditions, Sample Complexity and Soft-thresholding Algorithm}, author = {Gomez Rodriguez, M. and Song, L. and Daneshmand, H. and Sch{\"o}lkopf, B.}, journal = {Journal of Machine Learning Research}, volume = {17}, number = {90}, pages = {1-29}, year = {2016}, doi = {}, url = {http://jmlr.org/papers/v17/14-430.html} } @article{Gomezetal16, title = {Influence Estimation and Maximization in Continuous-Time Diffusion Networks}, author = {Gomez-Rodriguez, M. and Song, L. and Du, N. and Zha, H. and Sch\"{o}lkopf, B.}, journal = {ACM Transactions on Information Systems}, volume = {34}, number = {2}, pages = {9:1--9:33}, year = {2016}, doi = {10.1145/2824253} } @inproceedings{GomezRodriguezGS2014, title = {Quantifying Information Overload in Social Media and its Impact on Social Contagions}, author = {Gomez Rodriguez, M. and Gummadi, K. and Sch{\"o}lkopf, B.}, booktitle = {Proceedings of the Eighth International Conference on Weblogs and Social Media}, pages = {170-179}, editors = {E. Adar, P. Resnick, M. De Choudhury, B. Hogan, and A. Oh}, publisher = {AAAI Press}, year = {2014}, doi = {} } @inproceedings{DaneshmandGSS2014, title = {Estimating Diffusion Network Structures: Recovery Conditions, Sample Complexity & Soft-thresholding Algorithm}, author = {Daneshmand, H. and Gomez Rodriguez, M. and Song, L. and Sch{\"o}lkopf, B.}, booktitle = {Proceedings of the 31st International Conference on Machine Learning, W\&CP 32 (1)}, pages = {793-801}, editors = {Eric P. Xing and Tony Jebara}, publisher = {JMLR}, year = {2014}, doi = {} } @article{GomezRodriguezLBS2014, title = {Uncovering the Structure and Temporal Dynamics of Information Propagation}, author = {Gomez Rodriguez, M. and Leskovec, J. and Balduzzi, D. and Sch{\"o}lkopf, B.}, journal = {Network Science}, volume = {2}, number = {1}, pages = {26-65}, year = {2014}, doi = {10.1017/nws.2014.3} } @inproceedings{FarajtabarDGVZS2014, title = {Shaping Social Activity by Incentivizing Users}, author = {Farajtabar, M. and Du, N. and Gomez Rodriguez, M. and Valera, I. and Zha, H. and Song, L.}, booktitle = {Advances in Neural Information Processing Systems 27}, editors = {Ghahramani, Z., Welling, M., Cortes, C., Lawrence, ND., and Weinberger, KQ.}, publisher = {Curran Associates, Inc.}, year = {2014}, doi = {}, url = {http://papers.nips.cc/paper/5365-shaping-social-activity-by-incentivizing-users} } @conference{GomSonSch14, title = {Open Problem: Finding Good Cascade Sampling Processes for the Network Inference Problem}, author = {Gomez Rodriguez, M. and Song, L. and Sch{\"o}lkopf, B.}, booktitle = {Proceedings of the 27th Conference on Learning Theory}, volume = {35}, pages = {1276--1279}, editors = {Balcan, M.-F. and Szepesv{\'{a}}ri, C.}, publisher = {JMLR.org}, year = {2014}, doi = {} } @inproceedings{GomezRodriguezLS2013b, title = {Structure and Dynamics of Information Pathways in On-line Media}, author = {Gomez Rodriguez, M. and Leskovec, J. and Sch{\"o}lkopf, B.}, booktitle = {6th ACM International Conference on Web Search and Data Mining (WSDM)}, pages = {23-32}, editors = {S Leonardi, A Panconesi, P Ferragina, and A Gionis}, publisher = {ACM}, year = {2013}, doi = {10.1145/2433396.2433402} } @inproceedings{GomezRodriguezLS2013, title = {Modeling Information Propagation with Survival Theory}, author = {Gomez Rodriguez, M. and Leskovec, J. and Sch{\"o}lkopf, B.}, booktitle = {Proceedings of the 30th International Conference on Machine Learning, JMLR W\&CP 28 (3)}, pages = {666-674}, editors = {S Dasgupta and D McAllester}, publisher = {JMLR}, year = {2013}, doi = {} } @inproceedings{DuSGZ2013, title = {Scalable Influence Estimation in Continuous-Time Diffusion Networks}, author = {Du, N. and Song, L. and Gomez Rodriguez, M. and Zha, H.}, booktitle = {Advances in Neural Information Processing Systems 26}, pages = {3147--3155}, editors = {C.J.C. Burges and L. Bottou and M. Welling and Z. Ghahramani and K.Q. Weinberger}, year = {2013}, doi = {} } @inproceedings{GomezRodriguezS2012_2, title = {Influence Maximization in Continuous Time Diffusion Networks}, author = {Gomez Rodriguez, M. and Sch{\"o}lkopf, B.}, booktitle = {Proceedings of the 29th International Conference on Machine Learning}, pages = {313-320}, editors = {J, Langford and J, Pineau}, publisher = {Omnipress}, address = {New York, NY, USA}, month = jul, year = {2012}, doi = {}, month_numeric = {7} } @inproceedings{GomezRodriguezS2012, title = {Submodular Inference of Diffusion Networks from Multiple Trees}, author = {Gomez Rodriguez, M. and Sch{\"o}lkopf, B.}, booktitle = {Proceedings of the 29th International Conference on Machine Learning }, pages = {489-496}, editors = {J Langford, and J Pineau}, publisher = {Omnipress}, address = {New York, NY, USA}, month = jul, year = {2012}, doi = {}, month_numeric = {7} } @article{GomezRodriguezLK2011, title = {Inferring Networks of Diffusion and Influence}, author = {Gomez Rodriguez, M. and Leskovec, J. and Krause, A.}, journal = {ACM Transactions on Knowledge Discovery from Data}, volume = {5}, number = {4:21}, month = feb, year = {2012}, doi = {10.1145/2086737.2086741}, month_numeric = {2} } @phdthesis{GomezRodriguez2013, title = {Structure and Dynamics of Diffusion Networks}, author = {Gomez Rodriguez, M.}, institution = {Department of Electrical Engineering, Stanford University}, year = {2012}, doi = {} } @inproceedings{GomezRodriguezR2012, title = {Bridging Offline and Online Social Graph Dynamics}, author = {Gomez Rodriguez, M. and Rogati, M.}, booktitle = {21st ACM Conference on Information and Knowledge Management}, pages = {2447--2450}, editors = {Chen, X., Lebanon, G., Wang, H. and Zaki, M. J.}, publisher = {ACM}, year = {2012}, doi = {10.1145/2396761.2398663} } @inproceedings{GomezRodriguezGHGSP2011, title = {Towards Brain-Robot Interfaces in Stroke Rehabilitation}, author = {Gomez Rodriguez, M. and Grosse-Wentrup, M. and Hill, J. and Gharabaghi, A. and Sch{\"o}lkopf, B. and Peters, J.}, pages = {6}, publisher = {IEEE}, address = {Piscataway, NJ, USA}, month = jul, year = {2011}, doi = {10.1109/ICORR.2011.5975385 }, month_numeric = {7} } @inproceedings{GomezRodriguezBS2011, title = {Uncovering the Temporal Dynamics of Diffusion Networks}, author = {Gomez Rodriguez, M. and Balduzzi, D. and Sch{\"o}lkopf, B.}, booktitle = {Proceedings of the 28th International Conference on Machine Learning}, pages = {561-568}, editors = {L. Getoor and T. Scheffer}, publisher = {Omnipress}, address = {Madison, WI, USA}, month = jul, year = {2011}, doi = {}, month_numeric = {7} } @article{GomezRodriguezPHSGG2011_2, title = {Closing the sensorimotor loop: haptic feedback facilitates decoding of motor imagery }, author = {Gomez Rodriguez, M. and Peters, J. and Hill, J. and Sch{\"o}lkopf, B. and Gharabaghi, A. and Grosse-Wentrup, M.}, journal = {Journal of Neural Engineering}, volume = {8}, number = {3}, pages = {1-12}, month = jun, year = {2011}, doi = {10.1088/1741-2560/8/3/036005}, month_numeric = {6} } @inproceedings{6889, title = {Combining Real-Time Brain-Computer Interfacing and Robot Control for Stroke Rehabilitation}, author = {Gomez Rodriguez, M. and Peters, J. and Hill, J. and Gharabaghi, A. and Sch{\"o}lkopf, B. and Grosse-Wentrup, M.}, booktitle = {Proceedings of SIMPAR 2010 Workshops}, pages = {59-63}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, month = nov, year = {2010}, doi = {}, month_numeric = {11} } @inproceedings{6591, title = {Closing the sensorimotor loop: Haptic feedback facilitates decoding of arm movement imagery}, author = {Gomez Rodriguez, M. and Peters, J. and Hill, J. and Sch{\"o}lkopf, B. and Gharabaghi, A. and Grosse-Wentrup, M.}, journal = {Proceedings of the IEEE International Conference on Systems, Man and Cybernetics (SMC 2010)}, pages = {121-126}, publisher = {IEEE}, organization = {Max-Planck-Gesellschaft}, institution = {Institute of Electrical and Electronics Engineers}, school = {Biologische Kybernetik}, address = {Piscataway, NJ, USA}, month = oct, year = {2010}, doi = {10.1109/ICSMC.2010.5642217}, month_numeric = {10} } @inproceedings{6583, title = {Epidural ECoG Online Decoding of Arm Movement Intention in Hemiparesis}, author = {Gomez Rodriguez, M. and Grosse-Wentrup, M. and Peters, J. and Naros, G. and Hill, J. and Sch{\"o}lkopf, B. and Gharabaghi, A.}, booktitle = {Proceedings of the 1st ICPR Workshop on Brain Decoding: Pattern Recognition Challenges in Neuroimaging (ICPR WBD 2010)}, pages = {36-39}, editors = {J. Richiardi and D Van De Ville and C Davatzikos and J Mourao-Miranda}, publisher = {IEEE}, organization = {Max-Planck-Gesellschaft}, institution = {Institute of Electrical and Electronics Engineers}, school = {Biologische Kybernetik}, address = {Piscataway, NJ, USA}, month = aug, year = {2010}, doi = {10.1109/WBD.2010.17}, month_numeric = {8} } @inproceedings{6557, title = {Inferring Networks of Diffusion and Influence}, author = {Gomez Rodriguez, M. and Leskovec, J. and Krause, A.}, journal = {Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2010)}, pages = {1019-1028}, editors = {Rao, B. , B. Krishnapuram, A. Tomkins, Q. Yang}, publisher = {ACM Press}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, address = {New York, NY, USA}, month = jul, year = {2010}, doi = {10.1145/1835804.1835933}, month_numeric = {7} } @talk{6390, title = {BCI and robotics framework for stroke rehabilitation}, author = {Gomez Rodriguez, M. and Grosse-Wentrup, M. and Hill, J. and Peters, J. and Sch{\"o}lkopf, B. and Gharabaghi, A.}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, month = jun, year = {2010}, doi = {}, month_numeric = {6} } @inproceedings{5491, title = {Denoising photographs using dark frames optimized by quadratic programming}, author = {Gomez Rodriguez, M. and Kober, J. and Sch{\"o}lkopf, B.}, journal = {Proceedings of the First IEEE International Conference on Computational Photography (ICCP 2009)}, pages = {1-9}, publisher = {IEEE}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, address = {Piscataway, NJ, USA}, month = apr, year = {2009}, doi = {10.1109/ICCPHOT.2009.5559013}, month_numeric = {4} }