Eric Xing
Eric Xing
President at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon U
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Distance metric learning with application to clustering with side-information
E Xing, M Jordan, SJ Russell, A Ng
Advances in neural information processing systems 15, 2002
Mixed membership stochastic blockmodels
EM Airoldi, D Blei, S Fienberg, E Xing
Advances in neural information processing systems 21, 2008
Theoretically principled trade-off between robustness and accuracy
H Zhang, Y Yu, J Jiao, E Xing, L El Ghaoui, M Jordan
International conference on machine learning, 7472-7482, 2019
Object bank: A high-level image representation for scene classification & semantic feature sparsification
LJ Li, H Su, L Fei-Fei, E Xing
Advances in neural information processing systems 23, 2010
Toward controlled generation of text
Z Hu, Z Yang, X Liang, R Salakhutdinov, EP Xing
International conference on machine learning, 1587-1596, 2017
Feature selection for high-dimensional genomic microarray data
EP Xing, MI Jordan, RM Karp
Icml 1 (3), 601-608, 2001
Deep kernel learning
AG Wilson, Z Hu, R Salakhutdinov, EP Xing
Artificial intelligence and statistics, 370-378, 2016
More effective distributed ml via a stale synchronous parallel parameter server
Q Ho, J Cipar, H Cui, S Lee, JK Kim, PB Gibbons, GA Gibson, G Ganger, ...
Advances in neural information processing systems 26, 2013
A latent variable model for geographic lexical variation
J Eisenstein, B O’Connor, NA Smith, E Xing
Proceedings of the 2010 conference on empirical methods in natural language …, 2010
Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality
WL Chiang, Z Li, Z Lin, Y Sheng, Z Wu, H Zhang, L Zheng, S Zhuang, ...
See https://vicuna. lmsys. org (accessed 14 April 2023), 2023
Dags with no tears: Continuous optimization for structure learning
X Zheng, B Aragam, PK Ravikumar, EP Xing
Advances in neural information processing systems 31, 2018
Harnessing deep neural networks with logic rules
Z Hu, X Ma, Z Liu, E Hovy, E Xing
arXiv preprint arXiv:1603.06318, 2016
Tree-guided group lasso for multi-response regression with structured sparsity, with an application to eQTL mapping
S Kim, EP Xing
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
Online detection of unusual events in videos via dynamic sparse coding
B Zhao, L Fei-Fei, EP Xing
CVPR 2011, 3313-3320, 2011
Neural architecture search with bayesian optimisation and optimal transport
K Kandasamy, W Neiswanger, J Schneider, B Poczos, EP Xing
Advances in neural information processing systems 31, 2018
Learning robust global representations by penalizing local predictive power
H Wang, S Ge, Z Lipton, EP Xing
Advances in Neural Information Processing Systems 32, 2019
Discrete temporal models of social networks
S Hanneke, W Fu, EP Xing
Joint latent topic models for text and citations
RM Nallapati, A Ahmed, EP Xing, WW Cohen
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
MedLDA: maximum margin supervised topic models for regression and classification
J Zhu, A Ahmed, EP Xing
Proceedings of the 26th annual international conference on machine learning …, 2009
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