Adaptive collaborating filtering: The low noise regime

IEEE International Symposium on Information Theory - Proceedings

Volumn , Issue , 2013, Pages 1197-1201

  Dabeer, Onkar ^a  

^a TATA INSTITUTE OF FUNDAMENTAL RESEARCH   (India)

Author keywords

[No Author keywords available]

Indexed keywords

BINARY FEEDBACK; DISCRETE TIME; LOW NOISE; MOVING HORIZON; RANDOM USERS; RUNTIMES;

INFORMATION THEORY;

EID: 84890414600     PISSN: 21578095     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIT.2013.6620416     Document Type: Conference Paper

References (14)

1. Aditya, S.T.; Dabeer, O.; Dey, B.K.;, "A Channel Coding Perspective of Collaborative Filtering," IEEE Transactions on Information Theory, vol.57, no.4, pp.2327-2341, April 2011
2. Barman, K.; Dabeer, O.;, "Analysis of a Collaborative Filter Based on Popularity Amongst Neighbors," IEEE Transactions on Information Theory, vol.58, no.12, pp.7110-7134, Dec. 2012
3. D. Bertsekas, "Dynamic programming and optimal control," Athena Scientific, Belmont, MA, 1995
4. D. Bertsekas, "Dynamic programming and suboptimal control: A survey from ADP to MPC," European Journal of Control, 11.4-5: pp.310-334, 2005
5. V. S. Borkar, "A convex analytic approach to markov decision processes," Probability Theory and Related Fields, 78 (4). pp. 583-602, 1988
6. Candes, E.J.; Recht, B.;, "Exact Matrix Completion via Convex Optimization," Foundations of Computational Mathematics, vol.9, no.6, pp.717-772, 2009
7. A. S. Das, M. Datar, A. Garg, and S. Rajaram, "Google news personalization: scalable online collaborative filtering," Proceedings of the 16th international conference on World Wide Web (WWW '07), New York, USA, pp.271-280, 2007
8. Keerthi, S. S., and Gilbert, E. G., 1988. "Optimal, Infinite Horizon Feedback Laws for a General Class of Constrained Discete Time Systems: Stability and Moving-Horizon Approximations, J. Optimization Theory Appl., Vo. 57, pp. 265-293
9. Keshavan, R.H.; Montanari, A.; Sewoong Oh;, "Matrix Completion From a Few Entries," IEEE Transactions on Information Theory, vol.56, no.6, pp.2980-2998, June 2010
10. Y. Koren, "Collaborative filtering with temporal dynamics," Communications of the ACM, vol.53, no.4, pp.89-97, April 2010
11. Linden, G.; Smith, B.; York, J.;, "Amazon.com recommendations: itemto-item collaborative filtering," IEEE Internet Computing, vol.7, no.1, pp. 76-80, Jan/Feb 2003
12. Z. Lu, D. Agarwal, and I. S. Dhillon, "A spatio-temporal approach to collaborative filtering," Proceedings of the third ACM conference on Recommender systems (RecSys '09), New York, USA, pp.13-20, 2009
13. B. Recht, "A Simpler Approach to Matrix Completion," Journal of Machine Learning Research, pp.3413-3430, December 2011
14. M. Weimer, A. Karatzoglou, and A. Smola, "Adaptive collaborative filtering," Proceedings of the 2008 ACM conference on Recommender systems (RecSys '08), pp.275-282, 2008