Contact

Manuel Gomez Rodriguez

Address: Spemannstr. 38
72076 Tübingen
Room number: 236
Phone: +49 7071 601 541
Fax: +49 7071 601 552
E-Mail: manuelgr
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Manuel Gomez Rodriguez

Position: PhD Student  Unit: Schölkopf

I am a Research Scientist at MPI for Intelligent Systems who recently graduated with a Ph.D. in Electrical Engineering from Stanford University. I study optimization problems that arise in diffusion processes in the context of information, social and epidemiological networks. To date, I have focused on: network inference from diffusion traces and spread (influence) maximization.

I have developed several network inference algorithms: NetInf, MultiTree, NetRate and InfoPath, and two spread estimation and maximization algorithms: InfluMax and ContInEst.

For more information, please visit my personal website

Network Inference: NetInfMultiTreeNetRate and InfoPath.

Spread (influence) estimation and maximization: InfluMax and ContInEst

For more information, please visit my personal website

To download my resume in pdf, click here

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Articles (3):

Gomez Rodriguez M Person, Leskovec J , Balduzzi D Person and Schölkopf B Person (2014) Uncovering the Structure and Temporal Dynamics of Information Propagation Network Science . accepted
Gomez Rodriguez M Person, Leskovec J and Krause A (2012) Inferring Networks of Diffusion and Influence ACM Transactions on Knowledge Discovery from Data 5(4:21).
Gomez Rodriguez M Person, Peters J Person, Hill J Person, Schölkopf B Person, Gharabaghi A and Grosse-Wentrup M Person (2011) Closing the sensorimotor loop: haptic feedback facilitates decoding of motor imagery Journal of Neural Engineering 8(3) 1-12.
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Conference papers (16):

Gomez Rodriguez M Person, Gummadi K and Schölkopf B Person (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. to be published
Gomez Rodriguez M Person, Leskovec J and Schölkopf B Person (2013) Modeling Information Propagation with Survival Theory In: JMLR W&CP 28 (3), 30th International Conference on Machine Learning (ICML 2013), 666-674.
Du N , Song L , Gomez Rodriguez M Person and Zha H (2013) Scalable Influence Estimation in Continuous-Time Diffusion Networks In: Advances in Neural Information Processing Systems 26, (Ed) C.J.C. Burges, L. Bottou, M. Welling, Z. Ghahramani and K.Q. Weinberger, 27th Annual Conference on Neural Information Processing Systems (NIPS 2013), 3147--3155.
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Gomez Rodriguez M Person, Leskovec J and Schölkopf B Person (2013) Structure and Dynamics of Information Pathways in On-line Media (Ed) A Panconesi S Leonardi and A Gionis, 6th ACM International Conference on Web Search and Data Mining (WSDM 2013), 23-32.
Gomez Rodriguez M Person and Schölkopf B Person (2012) Influence Maximization in Continuous Time Diffusion Networks In: Proceedings of the 29th International Conference on Machine Learning (ICML 2012), (Ed) Langford J and Pineau J, ICML 2012, Omnipress, New York, NY, USA, 313-320.
Gomez Rodriguez M Person and Schölkopf B Person (2012) Submodular Inference of Diffusion Networks from Multiple Trees In: Proceedings of the 29th International Conference on Machine Learning (ICML 2012), (Ed) J Langford and J Pineau, 29th International Conference on Machine Learning (ICML 2012), Omnipress, New York, NY, USA, 489-496.
Gomez Rodriguez M Person and Rogati M (2012) Bridging Offline and Online Social Graph Dynamics 21st ACM Conference on Information and Knowledge Management (CIKM 2012).
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Gomez Rodriguez M Person and Schölkopf B Person (2012) Modeling Information Propagation with Survival Theory NIPS 2012, Workshop in Algorithmic and Statistical Approaches for Large Social Networks. to be published
Gomez Rodriguez M Person, Grosse-Wentrup M Person, Hill J Person, Gharabaghi A , Schölkopf B Person and Peters J Person (2011) Towards Brain-Robot Interfaces in Stroke Rehabilitation 12th International Conference on Rehabilitation Robotics (ICORR 2011), IEEE, Piscataway, NJ, USA, 6 pages.
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Gomez Rodriguez M Person, Balduzzi D Person and Schölkopf B Person (2011) Uncovering the Temporal Dynamics of Diffusion Networks (Ed) L Getoor and T Scheffer, 28th International Conference on Machine Learning (ICML 2011), International Machine Learning Society, Madison, WI, USA, 561-568.
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Gomez Rodriguez M Person, Peters J Person, Hill J Person, Gharabaghi A , Schölkopf B Person and Grosse-Wentrup M Person (2010) Combining Real-Time Brain-Computer Interfacing and Robot Control for Stroke Rehabilitation Brain-Computer Interface Workshop at SIMPAR 2010: 2nd International Conference on Simulation, Modeling, and Programming for Autonomous Robots, 59-63.
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Gomez Rodriguez M Person, Peters J Person, Hill J Person, Schölkopf B Person, Gharabaghi A and Grosse-Wentrup M Person (2010) Closing the sensorimotor loop: Haptic feedback facilitates decoding of arm movement imagery IEEE International Conference on Systems, Man and Cybernetics (SMC 2010), IEEE, Piscataway, NJ, USA, 121-126.
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Peters J Person, Kober J Person, Mülling K Person, Krömer O Person, Nguyen-Tuong D Person, Wang Z Person, Rodriguez Gomez M Person and Grosse-Wentrup M Person (2010) Learning as a key ability for Human-Friendly Robots 3rd Workshop for Young Researchers on Human-Friendly Robotics (HFR 2010), 1-2.
Gomez Rodriguez M Person, Grosse-Wentrup M Person, Peters J Person, Naros G , Hill J Person, Schölkopf B Person and Gharabaghi A (2010) Epidural ECoG Online Decoding of Arm Movement Intention in Hemiparesis In: Workshop on Brain Decoding: Pattern Recognition Challenges in Neuroimaging, (Ed) J. Richiardi, D Van De Ville, C Davatzikos and J Mourao-Miranda, 1st Workshop on Brain Decoding (WBD 2010), IEEE, Piscataway, NJ, USA, 36-39.
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Gomez Rodriguez M Person, Leskovec J and Krause A (2010) Inferring Networks of Diffusion and Influence (Ed) Rao, B. , B. Krishnapuram, A. Tomkins, Q. Yang, 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2010), ACM Press, New York, NY, USA, 1019-1028.
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Gomez Rodriguez M Person, Kober J Person and Schölkopf B Person (2009) Denoising photographs using dark frames optimized by quadratic programming First IEEE International Conference on Computational Photography (ICCP 2009), IEEE, Piscataway, NJ, USA, 1-9.
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Theses (1):

Gomez Rodriguez M Person: Structure and Dynamics of Diffusion Networks, Department of Electrical Engineering, Stanford University, (2013). PhD thesis

Talks (1):

Gomez Rodriguez M Person, Grosse-Wentrup M Person, Hill J Person, Peters J Person, Schölkopf B Person and Gharabaghi A (2010): BCI and robotics framework for stroke rehabilitation, 4th International BCI Meeting, Asilomar, CA, USA.
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