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John Langford
John Langford
Microsoft Research New York
Verified email at hunch.net - Homepage
Title
Cited by
Cited by
Year
A global geometric framework for nonlinear dimensionality reduction
JB Tenenbaum, V Silva, JC Langford
science 290 (5500), 2319-2323, 2000
155432000
A contextual-bandit approach to personalized news article recommendation
L Li, W Chu, J Langford, RE Schapire
Proceedings of the 19th international conference on World wide web, 661-670, 2010
25512010
CAPTCHA: Using hard AI problems for security
L Ahn, M Blum, NJ Hopper, J Langford
International conference on the theory and applications of cryptographic …, 2003
20252003
Telling humans and computers apart automatically
L Von Ahn, M Blum, J Langford
Communications of the ACM 47 (2), 56-60, 2004
11672004
Feature hashing for large scale multitask learning
K Weinberger, A Dasgupta, J Langford, A Smola, J Attenberg
Proceedings of the 26th annual international conference on machine learning …, 2009
10242009
Cover trees for nearest neighbor
A Beygelzimer, S Kakade, J Langford
Proceedings of the 23rd international conference on Machine learning, 97-104, 2006
10132006
Cost-sensitive learning by cost-proportionate example weighting
B Zadrozny, J Langford, N Abe
Third IEEE international conference on data mining, 435-442, 2003
8252003
Approximately optimal approximate reinforcement learning
S Kakade, J Langford
In Proc. 19th International Conference on Machine Learning, 2002
7902002
Doubly robust policy evaluation and learning
M Dudík, J Langford, L Li
arXiv preprint arXiv:1103.4601, 2011
677*2011
A reductions approach to fair classification
A Agarwal, A Beygelzimer, M Dudík, J Langford, H Wallach
International Conference on Machine Learning, 60-69, 2018
6762018
Search-based structured prediction
H Daumé, J Langford, D Marcu
Machine learning 75 (3), 297-325, 2009
6282009
The epoch-greedy algorithm for multi-armed bandits with side information
J Langford, T Zhang
Advances in neural information processing systems 20, 2007
6042007
Unbiased offline evaluation of contextual-bandit-based news article recommendation algorithms
L Li, W Chu, J Langford, X Wang
Proceedings of the fourth ACM international conference on Web search and …, 2011
5682011
Agnostic active learning
MF Balcan, A Beygelzimer, J Langford
Proceedings of the 23rd international conference on Machine learning, 65-72, 2006
5532006
Scaling up machine learning: Parallel and distributed approaches
R Bekkerman, M Bilenko, J Langford
Cambridge University Press, 2011
5452011
PAC model-free reinforcement learning
AL Strehl, L Li, E Wiewiora, J Langford, ML Littman
Proceedings of the 23rd international conference on Machine learning, 881-888, 2006
5232006
Multi-label prediction via compressed sensing
DJ Hsu, SM Kakade, J Langford, T Zhang
Advances in neural information processing systems 22, 2009
5012009
Sparse Online Learning via Truncated Gradient.
J Langford, L Li, T Zhang
Journal of Machine Learning Research 10 (3), 2009
4652009
A reliable effective terascale linear learning system
A Agarwal, O Chapelle, M Dudík, J Langford
The Journal of Machine Learning Research 15 (1), 1111-1133, 2014
4132014
Outlier detection by active learning
N Abe, B Zadrozny, J Langford
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
4122006
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