Follow
Yaoliang Yu
Yaoliang Yu
Verified email at uwaterloo.ca - Homepage
Title
Cited by
Cited by
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
6082015
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
3442016
DeeBERT: Dynamic early exiting for accelerating BERT inference
J Xin, R Tang, J Lee, Y Yu, J Lin
arXiv preprint arXiv:2004.12993, 2020
2822020
Convex multi-view subspace learning
M White, Y Yu, X Zhang, D Schuurmans
Advances in Neural Information Processing Systems, 1682-1690, 2012
1932012
Semantic concept discovery for large-scale zero-shot event detection
X Chang, Y Yang, A Hauptmann, EP Xing, YL Yu
Twenty-fourth international joint conference on artificial intelligence, 2015
1302015
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
1192020
Sum-of-squares polynomial flow
P Jaini, KA Selby, Y Yu
International Conference on Machine Learning, 3009-3018, 2019
1192019
Accelerated training for matrix-norm regularization: A boosting approach
X Zhang, Y Yu, D Schuurmans
Advances in Neural Information Processing Systems, 2906-2914, 2012
1092012
Analysis of kernel mean matching under covariate shift
Y Yu, C Szepesvári
ICML, 2012
1052012
On decomposing the proximal map
YL Yu
Advances in neural information processing systems 26, 2013
1042013
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
942022
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
842021
Complex event detection using semantic saliency and nearly-isotonic SVM
X Chang, Y Yang, EP Xing, YL Yu
ICML, 2015
842015
Better approximation and faster algorithm using the proximal average
YL Yu
Advances in neural information processing systems 26, 2013
802013
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
53*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
532010
Dropout with expectation-linear regularization
X Ma, Y Gao, Z Hu, Y Yu, Y Deng, E Hovy
arXiv preprint arXiv:1609.08017, 2016
522016
Generalized conditional gradient for sparse estimation
Y Yu, X Zhang, D Schuurmans
The Journal of Machine Learning Research 18 (1), 5279-5324, 2017
512017
Convergence behaviour of some gradient-based methods on bilinear zero-sum games
G Zhang, Y Yu
ICLR'20: Proceedings of the 2020 International Conference on Learning …, 2020
49*2020
The system can't perform the operation now. Try again later.
Articles 1–20