Hidden Conditional Random Fields with Deep User Embeddings for Ad Targeting
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[1] R. Zemel,et al. Multiscale conditional random fields for image labeling , 2004, CVPR 2004.
[2] Zoran Obradovic,et al. Continuous Conditional Random Fields for Regression in Remote Sensing , 2010, ECAI.
[3] David S. Evans. The Online Advertising Industry: Economics, Evolution, and Privacy , 2009 .
[4] Wen Zhang,et al. How much can behavioral targeting help online advertising? , 2009, WWW '09.
[5] Yelong Shen,et al. Sparse hidden-dynamics conditional random fields for user intent understanding , 2011, WWW.
[6] Tie-Yan Liu,et al. Psychological advertising: exploring user psychology for click prediction in sponsored search , 2013, KDD.
[7] Yoshua Bengio,et al. Scaling learning algorithms towards AI , 2007 .
[8] Brian D. Davison,et al. Predicting Sequences of User Actions , 1998 .
[9] Alex Bateman,et al. An introduction to hidden Markov models. , 2007, Current protocols in bioinformatics.
[10] Biing-Hwang Juang,et al. Hidden Markov Models for Speech Recognition , 1991 .
[11] Trevor Darrell,et al. Hidden-state Conditional Random Fields , 2006 .
[12] Mark Levene,et al. Evaluating Variable-Length Markov Chain Models for Analysis of User Web Navigation Sessions , 2007, IEEE Transactions on Knowledge and Data Engineering.
[13] Daniel C. Fain,et al. Sponsored search: A brief history , 2006 .
[14] Ravi Kumar,et al. Are web users really Markovian? , 2012, WWW.
[15] Martin Wattenberg,et al. Ad click prediction: a view from the trenches , 2013, KDD.
[16] Andrii Cherniak,et al. Session modeling to predict online buyer behavior , 2013, DUBMOD '13.
[17] Trevor Darrell,et al. Hidden Conditional Random Fields for Gesture Recognition , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[18] Ye Chen,et al. Position-normalized click prediction in search advertising , 2012, KDD.
[19] Alex Acero,et al. Hidden conditional random fields for phone classification , 2005, INTERSPEECH.
[20] Thierry Artières,et al. Neural conditional random fields , 2010, AISTATS.
[21] Thorsten Joachims,et al. Accurately interpreting clickthrough data as implicit feedback , 2005, SIGIR '05.
[22] J. Zico Kolter,et al. Sparse Gaussian Conditional Random Fields: Algorithms, Theory, and Application to Energy Forecasting , 2013, ICML.
[23] Vanja Josifovski,et al. Web-scale user modeling for targeting , 2012, WWW.
[24] Richard Hughey,et al. Hidden Markov models for detecting remote protein homologies , 1998, Bioinform..
[25] Joaquin Quiñonero Candela,et al. Web-Scale Bayesian Click-Through rate Prediction for Sponsored Search Advertising in Microsoft's Bing Search Engine , 2010, ICML.
[26] Peter Pirolli,et al. Distributions of surfers' paths through the World Wide Web: Empirical characterizations , 1999, World Wide Web.
[27] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[28] Erick Cantú-Paz,et al. Personalized click prediction in sponsored search , 2010, WSDM '10.
[29] Yoshua Bengio,et al. Hierarchical Probabilistic Neural Network Language Model , 2005, AISTATS.
[30] Zoran Obradovic,et al. Continuous Conditional Random Fields for Efficient Regression in Large Fully Connected Graphs , 2013, AAAI.
[31] Andrew McCallum,et al. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data , 2001, ICML.
[32] Alexander J. Smola,et al. Scalable distributed inference of dynamic user interests for behavioral targeting , 2011, KDD.
[33] Quoc V. Le,et al. Measuring Invariances in Deep Networks , 2009, NIPS.
[34] Charles L. A. Clarke,et al. In the Mood to Click? Towards Inferring Receptiveness to Search Advertising , 2009, 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology.
[35] Jeffrey Dean,et al. Distributed Representations of Words and Phrases and their Compositionality , 2013, NIPS.
[36] Trevor Darrell,et al. Hidden Conditional Random Fields , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[37] Andrei Z. Broder,et al. Computational advertising and recommender systems , 2008, RecSys '08.