Yichao Lu
Yichao Lu
University of Pennsylvania, Amazon
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Faster ridge regression via the subsampled randomized hadamard transform
Y Lu, P Dhillon, DP Foster, L Ungar
Advances in neural information processing systems 26, 2013
Finding linear structure in large datasets with scalable canonical correlation analysis
Z Ma, Y Lu, D Foster
International conference on machine learning, 169-178, 2015
A neural interlingua for multilingual machine translation
Y Lu, P Keung, F Ladhak, V Bhardwaj, S Zhang, J Sun
arXiv preprint arXiv:1804.08198, 2018
New subsampling algorithms for fast least squares regression
P Dhillon, Y Lu, DP Foster, L Ungar
Advances in neural information processing systems 26, 2013
The multilingual Amazon reviews corpus
P Keung, Y Lu, G Szarvas, NA Smith
arXiv preprint arXiv:2010.02573, 2020
Adversarial learning with contextual embeddings for zero-resource cross-lingual classification and NER
P Keung, Y Lu, V Bhardwaj
arXiv preprint arXiv:1909.00153, 2019
Large scale canonical correlation analysis with iterative least squares
Y Lu, DP Foster
Advances in Neural Information Processing Systems 27, 2014
Don't Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings
P Keung, Y Lu, J Salazar, V Bhardwaj
arXiv preprint arXiv:2004.15001, 2020
Unsupervised bitext mining and translation via self-trained contextual embeddings
P Keung, J Salazar, Y Lu, NA Smith
Transactions of the Association for Computational Linguistics 8, 828-841, 2020
A practical approach to dialogue response generation in closed domains
Y Lu, P Keung, S Zhang, J Sun, V Bhardwaj
arXiv preprint arXiv:1703.09439, 2017
Fast ridge regression with randomized principal component analysis and gradient descent
Y Lu, DP Foster
arXiv preprint arXiv:1405.3952, 2014
Automated Service Agent
RP Thibaut Labarre, Hung Chiu Phillip Keung, Yichao Lu
US Patent 10,382,370, 2019
Goal-oriented end-to-end conversational models with profile features in a real-world setting
Y Lu, M Srivastava, J Kramer, H Elfardy, A Kahn, S Wang, V Bhardwaj
Proceedings of the 2019 Conference of the North American Chapter of the …, 2019
Attentional speech recognition models misbehave on out-of-domain utterances
P Keung, W Niu, Y Lu, J Salazar, V Bhardwaj
arXiv preprint arXiv:2002.05150, 2020
Weakly supervised extractive summarization with attention
Y Zhuang, Y Lu, S Wang
Proceedings of the 22nd Annual Meeting of the Special Interest Group on …, 2021
Pretrain-Finetune Based Training of Task-Oriented Dialogue Systems in a Real-World Setting
M Srivastava, Y Lu, R Peschon, C Li
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
Optimal Weighting of Multi-View Data with Low Dimensional Hidden States
Y Lu, DP Foster
arXiv preprint arXiv:1209.5477, 2012
Fast linear algorithms for machine learning
Y Lu
University of Pennsylvania, 2015
Supplementary Material for ‘New Subsampling Algorithms for Fast Least Squares Regression’
PS Dhillon, Y Lu, D Foster, L Ungar
Supplementary Material for ‘Faster Ridge Regression via the Subsampled Randomized Hadamard Transform’
Y Lu, PS Dhillon, D Foster, L Ungar
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