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Yaoliang Yu
Yaoliang Yu
Verified email at uwaterloo.ca - Homepage
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Year
Petuum: A new platform for distributed machine learning on big data
EP Xing, Q Ho, W Dai, JK Kim, J Wei, S Lee, X Zheng, P Xie, A Kumar, ...
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
6332015
Semantic pooling for complex event analysis in untrimmed videos
X Chang, YL Yu, Y Yang, EP Xing
IEEE transactions on pattern analysis and machine intelligence 39 (8), 1617-1632, 2016
3472016
DeeBERT: Dynamic early exiting for accelerating BERT inference
J Xin, R Tang, J Lee, Y Yu, J Lin
arXiv preprint arXiv:2004.12993, 2020
3122020
Convex multi-view subspace learning
M White, Y Yu, X Zhang, D Schuurmans
Advances in Neural Information Processing Systems, 1682-1690, 2012
1962012
Sum-of-squares polynomial flow
P Jaini, KA Selby, Y Yu
International Conference on Machine Learning, 3009-3018, 2019
1372019
Problems and opportunities in training deep learning software systems: An analysis of variance
HV Pham, S Qian, J Wang, T Lutellier, J Rosenthal, L Tan, Y Yu, ...
Proceedings of the 35th IEEE/ACM international conference on automated …, 2020
1362020
Semantic concept discovery for large-scale zero-shot event detection
X Chang, Y Yang, AG Hauptmann, EP Xing, YL Yu
International Joint Conference on Artificial Intelligence 2015, 2234-2240, 2015
1282015
Federated learning meets multi-objective optimization
Z Hu, K Shaloudegi, G Zhang, Y Yu
IEEE Transactions on Network Science and Engineering 9 (4), 2039-2051, 2022
121*2022
Accelerated training for matrix-norm regularization: A boosting approach
X Zhang, Y Yu, D Schuurmans
Advances in Neural Information Processing Systems, 2906-2914, 2012
1112012
Analysis of kernel mean matching under covariate shift
Y Yu, C Szepesvári
ICML, 2012
1102012
On decomposing the proximal map
YL Yu
Advances in neural information processing systems 26, 2013
1042013
BERxiT: Early exiting for BERT with better fine-tuning and extension to regression
J Xin, R Tang, Y Yu, J Lin
Proceedings of the 16th conference of the European chapter of the …, 2021
1032021
Better approximation and faster algorithm using the proximal average
YL Yu
Advances in neural information processing systems 26, 2013
852013
Complex event detection using semantic saliency and nearly-isotonic SVM
X Chang, Y Yang, EP Xing, YL Yu
ICML, 2015
842015
Convergence behaviour of some gradient-based methods on bilinear zero-sum games
G Zhang, Y Yu
International Conference on Learning Representations, 2020
56*2020
Dropout with expectation-linear regularization
X Ma, Y Gao, Z Hu, Y Yu, Y Deng, E Hovy
arXiv preprint arXiv:1609.08017, 2016
562016
Searching persuasively: Joint event detection and evidence recounting with limited supervision
X Chang, YL Yu, Y Yang, AG Hauptmann
Proceedings of the 23rd ACM international conference on Multimedia, 581-590, 2015
552015
Lighter-Communication Distributed Machine Learning via Sufficient Factor Broadcasting.
P Xie, JK Kim, Y Zhou, Q Ho, A Kumar, Y Yu, EP Xing
UAI, 2016
54*2016
Relaxed clipping: A global training method for robust regression and classification
Y Yu, M Yang, L Xu, M White, D Schuurmans
Advances in neural information processing systems, 2532-2540, 2010
542010
The art of abstention: Selective prediction and error regularization for natural language processing
J Xin, R Tang, Y Yu, J Lin
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
502021
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