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Ajit Paul Singh
Ajit Paul Singh
Principal Engineer, Tempo
Verified email at alumni.cmu.edu - Homepage
Title
Cited by
Cited by
Year
Near-optimal sensor placements in Gaussian processes: Theory, efficient algorithms and empirical studies
A Krause, A Singh, C Guestrin
Journal of Machine Learning Research 9 (Feb), 235-284, 2008
19652008
Relational learning via collective matrix factorization
AP Singh, GJ Gordon
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
14412008
Near-optimal sensor placements in gaussian processes
C Guestrin, A Krause, AP Singh
Proceedings of the 22nd international conference on Machine learning, 265-272, 2005
6082005
Near-optimal sensor placements in gaussian processes
C Guestrin, A Krause, AP Singh
Proceedings of the 22nd international conference on Machine learning, 265-272, 2005
6082005
Patterns of influence in a recommendation network
J Leskovec, A Singh, J Kleinberg
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 380-389, 2006
4662006
A unified view of matrix factorization models
AP Singh, GJ Gordon
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008
2522008
Finding optimal Bayesian networks by dynamic programming
AP Singh, AW Moore
Carnegie Mellon University. Center for Automated Learning and Discovery, 2005
1882005
Automatic ad format selection via contextual bandits
L Tang, R Rosales, A Singh, D Agarwal
Proceedings of the 22nd ACM international conference on Conference on …, 2013
1622013
Abstract task specifications for conversation policies
R Elio, A Haddadi, A Singh
Proceedings of the fourth international conference on Autonomous agents, 229-230, 2000
1412000
On Bisubmodular Maximization
AP Singh, A Guillory, J Bilmes
19th International Conference on Artificial Intelligence and Statistics …, 2012
682012
A Bayesian matrix factorization model for relational data
AP Singh, GJ Gordon
Proceedings of the Annual Conference on Uncertainty in Artificial …, 2010
632010
Activity ranking in LinkedIn feed
D Agarwal, BC Chen, R Gupta, J Hartman, Q He, A Iyer, S Kolar, Y Ma, ...
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
612014
Learning sparse models for a dynamic Bayesian network classifier of protein secondary structure
Z Aydin, A Singh, J Bilmes, W Noble
BMC bioinformatics 12 (1), 154, 2011
572011
Quantifying the uncertainty of a belief net response: Bayesian error-bars for belief net inference
T Van Allen, A Singh, R Greiner, P Hooper
Artificial Intelligence 172 (4-5), 483-513, 2008
402008
Training random walks over absorbing graphs
AJ Gunawardana, CA Meek, AP Singh
US Patent 7,778,945, 2010
352010
Recommendations using absorbing random walks
AP Singh, A Gunawardana, C Meek, AC Surendran
North East Student Colloquium on Artificial Intelligence (NESCAI), 2007
242007
Task models, intentions, and agent conversation policies
R Elio, A Haddadi, A Singh
Pacific Rim International Conference on Artificial Intelligence, 394-403, 2000
192000
Efficient Matrix Models for Relational Learning
AP Singh
CARNEGIE-MELLON UNIV PITTSBURGH PA MACHINE LEARNING DEPT, 2009
112009
Discovery of network based data sources for ingestion and recommendations
NI Lytkin, AP Singh, N Avteniev, E Leshem, B Duncan, KH Chellapilla
US Patent 10,496,716, 2019
92019
Personalized query formulation for improving searches
R Zhou, AP Singh, X Wu, AR Nair, L Xuan, K Chuang, B Singh, D Teng
US Patent App. 15/990,145, 2019
92019
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