Manuel Gomez Rodriguez
- From Parity to Preference-based Notions of Fairness in Classification
2017/06/30 by Muhammad Bilal Zafar, Zafar, Muhammad Bilal, Isabel Valera +8 · 32 citations
Computer Science · Mathematics · Social Sciences · #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
- Learning and Forecasting Opinion Dynamics in Social Networks
2015/06/17 by Abir De, De, Abir, Isabel Valera +8 · 9 citations
Computer Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Human Mobility and Location-Based Analysis #Opinion Dynamics and Social Influence #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #cs.SI #physics.soc-ph
- Uncovering the Temporal Dynamics of Diffusion Networks
2011/05/03 by Manuel Gomez-Rodriguez, Manuel Gomez Rodriguez, David Balduzzi +4 · 6 citations
Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Physical sciences #H.2.8 #Information Retrieval (cs.IR) #Opinion Dynamics and Social Influence #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Topological and Geometric Data Analysis #cs.DS #cs.IR #cs.SI #physics.soc-ph
- COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution
2015/07/08 by Mehrdad Farajtabar, Yichen Wang, Farajtabar, Mehrdad +9 · 4 citations
Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #cs.LG #cs.SI #physics.soc-ph #stat.ML
- Structure and Dynamics of Information Pathways in Online Media
2012/12/06 by Manuel Gomez-Rodriguez, Manuel Gomez Rodriguez, Jure Leskovec +4 · 4 citations
Computer Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Misinformation and Its Impacts #Opinion Dynamics and Social Influence #cs.DS #cs.IR #cs.SI #physics.soc-ph
- Scalable Influence Estimation in Continuous-Time Diffusion Networks
2013/11/14 by Nan Du, Le Song, Du, Nan +5 · 3 citations
Computer Science · #FOS: Computer and information sciences #H.2.8 #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #cs.LG #cs.SI
- Modeling Information Propagation with Survival Theory
2013/05/15 by Manuel Gomez Rodriguez, Manuel Gomez-Rodriguez, Rodriguez, Manuel Gomez +4 · 2 citations
Computer Science · Mathematics · Physics and Astronomy · #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #Error Correcting Code Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Opinion Dynamics and Social Influence #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #cs.DS #cs.SI #physics.soc-ph #stat.ML
- Shaping Social Activity by Incentivizing Users
2014/08/02 by Mehrdad Farajtabar, Nan Du, Farajtabar, Mehrdad +9 · 2 citations
Computer Science · #FOS: Computer and information sciences #Social and Information Networks (cs.SI) #cs.SI
- Quantifying Information Overload in Social Media and its Impact on Social Contagions
2014/03/26 by Manuel Gomez Rodriguez, Manuel Gomez-Rodriguez, Rodriguez, Manuel Gomez +5 · 1 citation
Computer Science · Decision Sciences · Physics and Astronomy · Social Sciences · #FOS: Computer and information sciences #FOS: Physical sciences #H.2.8 #Misinformation and Its Impacts #Personal Information Management and User Behavior #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #cs.SI #physics.soc-ph
- Fairness Constraints: Mechanisms for Fair Classification
2015/07/19 by Muhammad Bilal Zafar, Zafar, Muhammad Bilal, Isabel Valera +5 · 1 citation
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
- Influence Maximization in Continuous Time Diffusion Networks
2012/05/08 by Manuel Gomez Rodriguez, Manuel Gomez-Rodriguez, Bernhard Schölkopf +2 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Physical sciences #H.2.8 #Opinion Dynamics and Social Influence #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #cs.DS #cs.SI #physics.soc-ph
- Enhancing the Accuracy and Fairness of Human Decision Making
2018/05/25 by Isabel Valera, Valera, Isabel, Adish Singla +4 · 2 citations
Computer Science · Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Auction Theory and Applications #Bayesian Modeling and Causal Inference #Computers and Society (cs.CY) #FOS: Computer and information sciences #Game Theory and Voting Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CY #cs.LG #stat.ML