Ajit Paul Singh
Ajit Paul Singh
Senior Staff Software Engineer, Uber
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
14842008
Relational learning via collective matrix factorization
AP Singh, GJ Gordon
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
10602008
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
5122005
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
5012005
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
4242006
A unified view of matrix factorization models
AP Singh, GJ Gordon
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008
2262008
Finding optimal Bayesian networks by dynamic programming
AP Singh, AW Moore
Carnegie Mellon University. Center for Automated Learning and Discovery, 2005
1482005
Abstract task specifications for conversation policies
R Elio, A Haddadi, A Singh
Proceedings of the fourth international conference on Autonomous agents, 229-230, 2000
1402000
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
1022013
A Bayesian matrix factorization model for relational data
AP Singh, GJ Gordon
Proceedings of the Annual Conference on Uncertainty in Artificial …, 2010
562010
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
462011
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
422014
On Bisubmodular Maximization
AP Singh, A Guillory, J Bilmes
19th International Conference on Artificial Intelligence and Statistics …, 2012
422012
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
342008
Training random walks over absorbing graphs
AJ Gunawardana, CA Meek, AP Singh
US Patent 7,778,945, 2010
292010
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
162000
Efficient Matrix Models for Relational Learning
AP Singh
CARNEGIE-MELLON UNIV PITTSBURGH PA MACHINE LEARNING DEPT, 2009
112009
Spectrum identification using a dynamic bayesian network model of tandem mass spectra
AP Singh, J Halloran, JA Bilmes, K Kirchoff, WS Noble
Uncertainty in artificial intelligence: proceedings of the... conference …, 2012
102012
The EM Algorithm
A Singh
Nov, 2005
82005
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Articles 1–20