Andrew L. Maas
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Rectifier nonlinearities improve neural network acoustic models
AL Maas, AY Hannun, AY Ng
Proc. icml 30 (1), 3, 2013
44972013
Learning word vectors for sentiment analysis
A Maas, RE Daly, PT Pham, D Huang, AY Ng, C Potts
Proceedings of the 49th annual meeting of the association for computational …, 2011
26942011
Maximum entropy inverse reinforcement learning.
BD Ziebart, AL Maas, JA Bagnell, AK Dey
Aaai 8, 1433-1438, 2008
17552008
Recurrent neural networks for noise reduction in robust ASR
A Maas, QV Le, TM O’neil, O Vinyals, P Nguyen, AY Ng
3352012
Navigate like a cabbie: Probabilistic reasoning from observed context-aware behavior
BD Ziebart, AL Maas, AK Dey, JA Bagnell
Proceedings of the 10th international conference on Ubiquitous computing …, 2008
3312008
Lexicon-Free Conversational Speech Recognition with Neural Networks
AL Maas, Z Xie, D Jurafsky, AY Ng
North American Chapter of the Association for Computational Linguistics (NAACL), 2015
1442015
AAM derived face representations for robust facial action recognition
S Lucey, I Matthews, C Hu, Z Ambadar, F De la Torre, J Cohn
7th International Conference on Automatic Face and Gesture Recognition …, 2006
1442006
First-pass large vocabulary continuous speech recognition using bi-directional recurrent DNNs
AY Hannun, AL Maas, D Jurafsky, AY Ng
arXiv preprint arXiv:1408.2873, 2014
1242014
Building DNN acoustic models for large vocabulary speech recognition
AL Maas, P Qi, Z Xie, AY Hannun, CT Lengerich, D Jurafsky, AY Ng
Computer Speech & Language 41, 195-213, 2017
782017
A probabilistic model for semantic word vectors
AL Maas, AY Ng
NIPS Workshop on Deep Learning and Unsupervised Feature Learning, 1-8, 2010
612010
Human Behavior Modeling with Maximum Entropy Inverse Optimal Control.
BD Ziebart, AL Maas, JA Bagnell, AK Dey
AAAI Spring Symposium: Human Behavior Modeling 92, 2009
582009
Spectral chinese restaurant processes: Nonparametric clustering based on similarities
R Socher, A Maas, C Manning
Proceedings of the Fourteenth International Conference on Artificial …, 2011
432011
Offering verified credentials in massive open online courses: MOOCs and technology to advance learning and learning research (Ubiquity symposium)
A Maas, C Heather, C Do, R Brandman, D Koller, A Ng
Ubiquity 2014 (May), 1-11, 2014
412014
Sentiment expression conditioned by affective transitions and social forces
M Sudhof, A Goméz Emilsson, AL Maas, C Potts
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
312014
Unsupervised feature learning and deep learning
A Ng, J Ngiam, CY Foo, Y Mai, C Suen, A Coates, A Maas, A Hannun, ...
Technical report, Stanford University, 2013
262013
Retrofitting distributional embeddings to knowledge graphs with functional relations
BJ Lengerich, AL Maas, C Potts
arXiv preprint arXiv:1708.00112, 2017
252017
Word-level acoustic modeling with convolutional vector regression
AL Maas, SD Miller, TM O’neil, AY Ng, P Nguyen
Proc. ICML Workshop Representation Learn, 2012
252012
Recurrent neural network feature enhancement: The 2nd CHiME challenge
AL Maas, TM O’Neil, AY Hannun, AY Ng
Proceedings The 2nd CHiME Workshop on Machine Listening in Multisource …, 2013
242013
Measuring performance in real time during remote human-robot operations with adjustable autonomy
D Schreckenghost, T Milam, T Fong
IEEE Intelligent Systems 25 (5), 36-45, 2010
242010
Increasing deep neural network acoustic model size for large vocabulary continuous speech recognition
AL Maas, AY Hannun, CT Lengerich, P Qi, D Jurafsky, AY Ng
arXiv preprint arXiv:1406.7806, 2014
192014
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