115 citations
- University College LondonGB2 papers
- University of CambridgeGB2 papers
- University of OxfordGB2 papers
- University of WarwickGB2 papers
- Barcelona Institute for Global HealthES1 paper
- Fondazione Bruno KesslerIT1 paper
- Institute for Cross-Disciplinary Physics and Complex SystemsES1 paper
- Institute for Research in Fundamental SciencesIR1 paper
- Islamic Azad University, Science and Research BranchIR1 paper
- New York UniversityUS1 paper
- Shahid Beheshti UniversityIR1 paper
- Telecom Italia (Italy)IT1 paper
8 papers
Miscomputation in software: Learning to live with errors
Tomas Petricek
Computer programs do not always work as expected. In fact, ominous warnings about the desperate state of the software industry continue to be released with almost ritualistic regul…
Emergence of world-stock-market network
M. Saeedian, T. Jamali, M. Z. Kamali +3
In the age of globalization, it is natural that the stock market of each country is not independent form the other markets. In this case, collective behavior could be emerged form…
Dropout Inference in Bayesian Neural Networks with Alpha-divergences
Yingzhen Li, Yarin Gal
To obtain uncertainty estimates with real-world Bayesian deep learning models, practical inference approximations are needed. Dropout variational inference (VI) for example has bee…
Grammar Variational Autoencoder
Matt J. Kusner, Brooks Paige, José Miguel Hernández-Lobato
Deep generative models have been wildly successful at learning coherent latent representations for continuous data such as video and audio. However, generative modeling of discrete…
Sensing and Modeling Human Behavior Using Social Media and Mobile Data
Abhinav Mehrotra, Mirco Musolesi
In the past years we have witnessed the emergence of the new discipline of computational social science, which promotes a new data-driven and computation-based approach to social s…
Foreign-language Reviews: Help or Hindrance?
Scott A. Hale, Irene Eleta
The number and quality of user reviews greatly affects consumer purchasing decisions. While reviews in all languages are increasing, it is still often the case (especially for non-…