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ML
2010
ACM
138views Machine Learning» more  ML 2010»
15 years 2 months ago
Mining adversarial patterns via regularized loss minimization
Traditional classification methods assume that the training and the test data arise from the same underlying distribution. However, in several adversarial settings, the test set is...
Wei Liu, Sanjay Chawla
CEAS
2011
Springer
14 years 7 months ago
Spam or ham?: characterizing and detecting fraudulent "not spam" reports in web mail systems
Web mail providers rely on users to “vote” to quickly and collaboratively identify spam messages. Unfortunately, spammers have begun to use bots to control large collections o...
Anirudh Ramachandran, Anirban Dasgupta, Nick Feams...
TARK
2009
Springer
16 years 2 months ago
Dynamic restriction of choices: a preliminary logical report
We study games in which the choices available to players are not fixed, and may change during the course of play. Specifically, we consider a model in which players may switch st...
Soumya Paul, Ramaswamy Ramanujam, Sunil Easaw Simo...
IPL
2010
139views more  IPL 2010»
15 years 4 months ago
A note on competitive diffusion through social networks
We introduce a game-theoretic model of diffusion of technologies, advertisements, or influence through a social network. The novelty in our model is that the players are intereste...
Noga Alon, Michal Feldman, Ariel D. Procaccia, Mos...
ISORC
1999
IEEE
15 years 12 months ago
v-Promela: A Visual, Object-Oriented Language for SPIN
We describe the design of VIP, a graphical front-end to the model checker SPIN. VIP supports a visual formalism, called v-Promela that connects the model checker to modern hierarc...
Stefan Leue, Gerard J. Holzmann