Charles Elkan
机构: Professor of Computer Science, University of California, San Diego
每年引用次数
引用次数
引用: 38,838
H-指数: 56
I10-指数 : 103
出版物: 174
The foundations of cost-sensitive learning
Charles Elkan
international joint conference on artificial intelligence 973 -978
2,696
2001
The value of prior knowledge in discovering motifs with MEME.
Charles Elkan , Timothy L. Bailey
intelligent systems in molecular biology 3 21 -29
895
1995
Bayesian approaches to failure prediction for disk drives
Greg Hamerly , Charles Elkan
international conference on machine learning 202 -209
282
2001
A Critical Review of Recurrent Neural Networks for Sequence Learning
Charles Elkan , Zachary C. Lipton , John Berkowitz
arXiv: Learning
2,490
2015
Estimating the accuracy of learned concepts
Charles Elkan , Timothy L. Bailey
international joint conference on artificial intelligence 895 -900
31
1993
Dyadic Prediction Using a Latent Feature Log-Linear Model
Charles Elkan , Aditya Krishna Menon
arXiv: Learning
6
2010
Quadratic Programming Feature Selection
Charles Elkan , Carlos Santa Cruz , Ramon Huerta , Irene Rodriguez-Lujan
Journal of Machine Learning Research 11 ( 49) 1491 -1516
154
2010
Differential Privacy and Machine Learning: a Survey and Review.
Charles Elkan , Zachary Chase Lipton , Zhanglong Ji
arXiv: Learning
259
2014
Learning the k in k-means
Greg Hamerly , Charles Elkan
neural information processing systems 16 281 -288
1,219
2003
Sources of Success for Boosted Wrapper Induction
Charles Elkan , Joseph Smarr , David Kauchak
Journal of Machine Learning Research 5 499 -527
15
2004
Conditional Random Fields for Word Hyphenation
Charles Elkan , Nikolaos Trogkanis
meeting of the association for computational linguistics 366 -374
14
2010
Principled methods for advising reinforcement learning agents
Charles Elkan , Eric Wiewiora , Garrison Cottrell
international conference on machine learning 792 -799
108
2003
Using the triangle inequality to accelerate k-means
Charles Elkan
international conference on machine learning 147 -153
574
2003
Notes on Machine Learning Projects and Reports
Charles Elkan
2010
2010
Shared challenges in data mining and computational biology
Charles Elkan
international conference on data mining 44 -44
1
2001
End-to-end offline goal-oriented dialog policy learning via policy gradient
Oleg Rokhlenko , Kevin Small , Li Zhou , Charles Elkan
arXiv: Artificial Intelligence
30
2017
Achieving Fluency and Coherency in Task-oriented Dialog
Charles Elkan , Balakrishnan (Murali) Narayanaswamy , Rashmi Gangadharaiah
arXiv: Computation and Language
1
2017
Learning to Diagnose with LSTM Recurrent Neural Networks
Zachary C Lipton , David C Kale , Charles Elkan , Randall Wetzel
international conference on learning representations
1,177
2016
Predicting Surgery Duration with Neural Heteroscedastic Regression
Charles Elkan , Zachary C. Lipton , Julian J. McAuley , Rodney A. Gabriel
Machine Learning for Healthcare Conference 100 -111
6
2017