引用次数
引用: 256,994
H-指数: 147
I10-指数 : 346
出版物: 529
ICA with Reconstruction Cost for Efficient Overcomplete Feature Learning
Andrew Y. Ng , Jiquan Ngiam , Quoc V. Le , Alexandre Karpenko
neural information processing systems 24 1017 -1025
398
2011
Learning Word Vectors for Sentiment Analysis
Andrew Y. Ng , Christopher Potts , Andrew L. Maas , Dan Huang
meeting of the association for computational linguistics 142 -150
4,353
2011
Transfer learning for text classification
Andrew Y. Ng , Chuong B. Do
neural information processing systems 18 299 -306
267
2005
Efficient sparse coding algorithms
Alexis Battle , Andrew Y. Ng , Honglak Lee , Rajat Raina
neural information processing systems 19 801 -808
1,998
2006
Fast Gaussian Process Regression using KD-Trees
Yirong Shen , Andrew Y. Ng , Matthias Seeger
neural information processing systems 18 1225 -1232
149
2005
Distance Metric Learning with Application to Clustering with Side-Information
Eric Xing , Michael Jordan , Stuart J Russell , Andrew Ng
neural information processing systems 15 521 -528
3,830
2002
An analysis of single-layer networks in unsupervised feature learning
Andrew Y. Ng , Honglak Lee , Adam Coates
international conference on artificial intelligence and statistics 15 215 -223
3,558
2011
Robotic Grasping of Novel Objects
Andrew Y. Ng , Ashutosh Saxena , Justin Driemeyer , Justin Kearns
neural information processing systems 19 1209 -1216
206
2006
Sparse deep belief net model for visual area V2
Chaitanya Ekanadham , Andrew Y. Ng , Honglak Lee
neural information processing systems 20 873 -880
1,305
2007
Learning first-order Markov models for control
Pieter Abbeel , Andrew Y. Ng
neural information processing systems 17 1 -8
44
2004
Learning Syntactic Patterns for Automatic Hypernym Discovery
Daniel Jurafsky , Andrew Y. Ng , Rion Snow
neural information processing systems 17 1297 -1304
636
2004
Learning Factor Graphs in Polynomial Time and Sample Complexity
Pieter Abbeel , Andrew Y. Ng , Daphne Koller
Journal of Machine Learning Research 7 ( 64) 1743 -1788
149
2006
Tiled convolutional neural networks
Andrew Y. Ng , Jiquan Ngiam , Quoc V. Le , Zhenghao Chen
neural information processing systems 23 1279 -1287
408
2010
Learning Depth from Single Monocular Images
Andrew Y. Ng , Ashutosh Saxena , Sung H. Chung
neural information processing systems 18 1161 -1168
1,293
2005
Efficient multiple hyperparameter learning for log-linear models
Andrew Y. Ng , Chuong B. Do , Chuan-sheng Foo
neural information processing systems 20 377 -384
78
2007
Approximate Planning in Large POMDPs via Reusable Trajectories
Yishay Mansour , Andrew Y. Ng , Michael J. Kearns
neural information processing systems 12 1001 -1007
141
1999
Policy Search via Density Estimation
Andrew Y. Ng , Daphne Koller , Ronald Parr
neural information processing systems 12 1022 -1028
32
1999
On Discriminative vs. Generative Classifiers: A comparison of logistic regression and naive Bayes
Andrew Ng , Michael Jordan ,
neural information processing systems 14 841 -848
3,306
2001
Approximate Inference A lgorithms for Two-Layer Bayesian Networks
Andrew Ng , Michael Jordan ,
neural information processing systems 12 533 -539
13
1999
Policy Search by Dynamic Programming
Sham M Kakade , J. A. Bagnell , Andrew Y. Ng , Jeff G. Schneider
neural information processing systems 16 831 -838
133
2003