引用次数
引用: 52,006
H-指数: 79
I10-指数 : 168
出版物: 266
Combining Trainig Set and Test Set Bounds
John Langford
international conference on machine learning 331 -338
7
2002
Estimating Class Membership Probabilities using Classifier Learners.
Bianca Zadrozny , John Langford
international conference on artificial intelligence and statistics
35
2005
Efficient and parsimonious agnostic active learning
Robert E. Schapire , Tzu-Kuo Huang , Alekh Agarwal , John Langford
neural information processing systems 28 2755 -2763
20
2015
FeatureBoost: A Meta-Learning Algorithm that Improves Model Robustness
Rich Caruana , Avrim Blum , John Langford , Joseph O'Sullivan
international conference on machine learning 703 -710
38
2000
Agnostic Active Learning Without Constraints
Alina Beygelzimer , John Langford , Daniel J. Hsu , Zhang Tong
neural information processing systems 23 199 -207
201
2010
Approximately Optimal Approximate Reinforcement Learning
Sham Kakade , John Langford
international conference on machine learning 267 -274
880
2002
An Improved Predictive Accuracy Bound for Averaging Classifiers
Nimrod Megiddo , Matthias Seeger , John Langford
international conference on machine learning 290 -297
29
2001
Exploration in metric state spaces
Sham Kakade , Michael Kearns , John Langford
international conference on machine learning 306 -312
105
2003
Risk Sensitive Particle Filters
Sebastian Thrun , Vandi Verma , John Langford
neural information processing systems 961 -968
62
2001
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits
Robert Schapire , Lihong Li , Satyen Kale , Alekh Agarwal
international conference on machine learning 1638 -1646
462
2014
Logarithmic time online multiclass prediction
Anna Choromanska , John Langford
neural information processing systems 28 55 -63
40
2015
Learning from Logged Implicit Exploration Data
Sham M Kakade , Lihong Li , John Langford , Alex Strehl
neural information processing systems 23 2217 -2225
73
2010
Not) Bounding the True Error
Rich Caruana , John Langford
neural information processing systems 809 -816
61
2001
Multi-Label Prediction via Compressed Sensing
Sham M Kakade , John Langford , Daniel J. Hsu , Tong Zhang
neural information processing systems 22 772 -780
511
2009
PAC-Bayes & Margins
John Shawe-Taylor , John Langford
neural information processing systems 15 439 -446
145
2002
The Epoch-Greedy Algorithm for Multi-armed Bandits with Side Information
John Langford , Tong Zhang
neural information processing systems 20 817 -824
657
2007
Computable Shell Decomposition Bounds
David McAllester , John Langford
Journal of Machine Learning Research 5 529 -547
25
2004
Predictive Indexing for Fast Search
Alexander L. Strehl , Sharad Goel , John Langford
neural information processing systems 21 505 -512
28
2008
Slow Learners are Fast
Alex J. Smola , John Langford , Martin Zinkevich
neural information processing systems 22 2331 -2339
161
2009
Sparse Online Learning via Truncated Gradient
Lihong Li , John Langford , Tong Zhang
neural information processing systems 21 905 -912
17
2008