Yaoliang Yu
Yaoliang Yu
Dirección de correo verificada de uwaterloo.ca - Página principal
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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, ...
IEEE transactions on Big Data 1 (2), 49-67, 2015
4652015
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
2952016
Convex multi-view subspace learning
M White, Y Yu, X Zhang, D Schuurmans
Advances in Neural Information Processing Systems, 1682-1690, 2012
1442012
Accelerated training for matrix-norm regularization: A boosting approach
X Zhang, Y Yu, D Schuurmans
Advances in Neural Information Processing Systems, 2906-2914, 2012
1102012
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
992015
Complex event detection using semantic saliency and nearly-isotonic SVM
X Chang, Y Yang, EP Xing, YL Yu
ICML, 2015
802015
Analysis of kernel mean matching under covariate shift
Y Yu, C Szepesvári
ICML, 2012
792012
On Decomposing the Proximal Map.
Y Yu
NIPS, 91-99, 2013
702013
Better Approximation and Faster Algorithm Using the Proximal Average.
Y Yu
NIPS, 458-466, 2013
642013
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
542015
Deebert: Dynamic early exiting for accelerating bert inference
J Xin, R Tang, J Lee, Y Yu, J Lin
arXiv preprint arXiv:2004.12993, 2020
522020
Sum-of-squares polynomial flow
P Jaini, KA Selby, Y Yu
International Conference on Machine Learning, 3009-3018, 2019
522019
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
442010
Additive approximations in high dimensional nonparametric regression via the SALSA
K Kandasamy, Y Yu
International conference on machine learning, 69-78, 2016
382016
Convex sparse coding, subspace learning, and semi-supervised extensions
X Zhang, Y Yu, M White, R Huang, D Schuurmans
Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
382011
Generalized conditional gradient for sparse estimation
Y Yu, X Zhang, D Schuurmans
University of Illinois at Chicago, 2017
372017
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
35*2016
Rank/norm regularization with closed-form solutions: Application to subspace clustering
YL Yu, D Schuurmans
arXiv preprint arXiv:1202.3772, 2012
352012
A general projection property for distribution families
YL Yu, Y Li, D Schuurmans, C Szepesvári
Advances in Neural Information Processing Systems 22, 2232-2240, 2009
342009
They are not equally reliable: Semantic event search using differentiated concept classifiers
X Chang, YL Yu, Y Yang, EP Xing
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
312016
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