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2020 – today
- 2020
[j22]Wei Chu, Abdul Hameed Pitafi
, Shamsa Kanwal, Ahsan Ali, Ming-Lun Ren:
Improving Employee Agility Using Enterprise Social Media and Digital Fluency: Moderated Mediation Model. IEEE Access 8: 68799-68810 (2020)- [j21]Wei Chu, Yun-Qing Liu, Xiaolong Li, Yue Zhao, Qiong Zhang, Fei Yan:
Optimization of Emission Waveform by Accelerated Particle Swarm Algorithm Based on Logarithmic Frequency Offset Mathematical Model. Wirel. Pers. Commun. 113(1): 167-187 (2020) - [c76]Wei Zhang, Yuan Cheng, Xin Guo, Qingpei Guo, Jian Wang, Qing Wang, Chen Jiang, Meng Wang, Furong Xu, Wei Chu:
Automatic Car Damage Assessment System: Reading and Understanding Videos as Professional Insurance Inspectors. AAAI 2020: 13646-13647 - [c75]Xiexiong Lin, Weiyu Jian, Jianshan He, Taifeng Wang, Wei Chu:
Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy. ACL 2020: 41-52 - [c74]Xingyi Cheng, Weidi Xu, Kunlong Chen, Shaohua Jiang, Feng Wang, Taifeng Wang, Wei Chu, Yuan Qi:
SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check. ACL 2020: 871-881 - [c73]Weipeng Huang, Xingyi Cheng, Kunlong Chen, Taifeng Wang, Wei Chu:
Towards Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning. COLING 2020: 2062-2072 - [c72]Linlin Chao, Jingdong Chen, Wei Chu:
Variational Connectionist Temporal Classification. ECCV (28) 2020: 460-476 - [c71]Kunlong Chen, Weidi Xu, Xingyi Cheng, Zou Xiaochuan, Yuyu Zhang, Le Song, Taifeng Wang, Yuan Qi, Wei Chu:
Question Directed Graph Attention Network for Numerical Reasoning over Text. EMNLP (1) 2020: 6759-6768 - [c70]Wei Chu, Wei-Hao Chen, Shi-Yu Huang:
Duty-Cycle Correction For A Super-Wide Frequency Range from 10MHz to 1.2GHz. ICCD 2020: 457-460 - [c69]Wei Chu, Yang Liu, Jianwei Zhou:
Recognize Mispronunciations to Improve Non-Native Acoustic Modeling Through a Phone Decoder Built from One Edit Distance Finite State Automaton. INTERSPEECH 2020: 3062-3066 - [c68]Furong Xu, Wei Zhang, Yuan Cheng, Wei Chu:
Metric Learning with Equidistant and Equidistributed Triplet-based Loss for Product Image Search. WWW 2020: 57-65 - [i23]Chao Qu, Hui Li, Chang Liu, Junwu Xiong, James Zhang, Wei Chu, Yuan Qi, Le Song:
Intention Propagation for Multi-agent Reinforcement Learning. CoRR abs/2004.08883 (2020) - [i22]Xingyi Cheng, Weidi Xu, Kunlong Chen, Shaohua Jiang, Feng Wang, Taifeng Wang, Wei Chu, Yuan Qi:
SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check. CoRR abs/2004.14166 (2020) - [i21]Shijun Wang, Baocheng Zhu, Chen Li, Mingzhe Wu, James Zhang, Wei Chu, Yuan Qi:
Riemannian Proximal Policy Optimization. CoRR abs/2005.09195 (2020) - [i20]Kunlong Chen, Weidi Xu, Xingyi Cheng, Zou Xiaochuan, Yuyu Zhang, Le Song, Taifeng Wang, Yuan Qi, Wei Chu:
Question Directed Graph Attention Network for Numerical Reasoning over Text. CoRR abs/2009.07448 (2020) - [i19]Ruchao Fan, Wei Chu, Peng Chang, Jing Xiao:
CASS-NAT: CTC Alignment-based Single Step Non-autoregressive Transformer for Speech Recognition. CoRR abs/2010.14725 (2020) - [i18]Linlin Chao, Jianshan He, Taifeng Wang, Wei Chu:
PairRE: Knowledge Graph Embeddings via Paired Relation Vectors. CoRR abs/2011.03798 (2020)
2010 – 2019
- 2019
- [j20]Zheng-Hong Zhang, Wei Chu, Shi-Yu Huang:
A Ping-Pong Methodology for Boosting the Resilience of Cell-Based Delay-Locked Loop. IEEE Access 7: 97928-97937 (2019) - [j19]Minglun Ren, Yueli Song, Wei Chu:
An Improved Locally Weighted PLS Based on Particle Swarm Optimization for Industrial Soft Sensor Modeling. Sensors 19(19): 4099 (2019) - [c67]Chenchen Li, Xiang Yan, Xiaotie Deng, Yuan Qi, Wei Chu, Le Song, Junlong Qiao, Jianshan He, Junwu Xiong:
Latent Dirichlet Allocation for Internet Price War. AAAI 2019: 639-646 - [c66]Xingyi Cheng, Weidi Xu, Taifeng Wang, Wei Chu, Weipeng Huang, Kunlong Chen, Junfeng Hu:
Variational Semi-Supervised Aspect-Term Sentiment Analysis via Transformer. CoNLL 2019: 961-969 - [c65]Zheng-Hong Zhang, Wei Chu, Shi-Yu Huang:
The Ping-Pong Tunable Delay Line In A Super-Resilient Delay-Locked Loop. DAC 2019: 231 - [c64]Yichao Zhou, Wei Chu, Sam Young, Xin Chen:
BandNet: A Neural Network-based, Multi-Instrument Beatles-Style MIDI Music Composition Machine. ISMIR 2019: 655-662 - [c63]Wei Chu, Shi-Yu Huang:
Overall Strategy for Online Clock System Checking Supporting Heterogeneous Integration. ITC 2019: 1-10 - [c62]Wei Chu, Shi-Yu Huang:
Online Testing of Clock Delay Faults in a Clock Network. ITC-Asia 2019: 163-168 - [c61]Xin Chen, Wei Chu, Jinxi Guo, Ning Xu:
Singing Voice Conversion with Non-parallel Data. MIPR 2019: 292-296 - [c60]Wei Chu, Shi-Yu Huang:
A Cell-Based Wide-Frequency-Range DLL Supporting Fast Frequency Scaling. NEWCAS 2019: 1-4 - [c59]Weipeng Huang, Xingyi Cheng, Taifeng Wang, Wei Chu:
BERT-Based Multi-head Selection for Joint Entity-Relation Extraction. NLPCC (2) 2019: 713-723 - [i17]Xin Chen, Wei Chu, Jinxi Guo, Ning Xu:
Singing voice conversion with non-parallel data. CoRR abs/1903.04124 (2019) - [i16]Weipeng Huang, Xingyi Cheng, Kunlong Chen, Taifeng Wang, Wei Chu:
Toward Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning. CoRR abs/1903.04190 (2019) - [i15]Weipeng Huang, Xingyi Cheng, Taifeng Wang, Wei Chu:
BERT-Based Multi-Head Selection for Joint Entity-Relation Extraction. CoRR abs/1908.05908 (2019) - [i14]Xingyi Cheng, Weidi Xu, Kunlong Chen, Wei Wang, Bin Bi, Ming Yan, Chen Wu, Luo Si, Wei Chu, Taifeng Wang:
Symmetric Regularization based BERT for Pair-wise Semantic Reasoning. CoRR abs/1909.03405 (2019) - 2018
- [c58]Xin Chen, Chen Cao, Zehao Xue, Wei Chu:
Joint Audio-Video Driven Facial Animation. ICASSP 2018: 3046-3050 - [c57]Wanchen Sui, Qing Zhang, Jun Yang, Wei Chu:
A Novel Integrated Framework for Learning both Text Detection and Recognition. ICPR 2018: 2233-2238 - [c56]Zhangyu Xiao, Zhijian Ou, Wei Chu, Hui Lin:
Hybrid CTC-Attention based End-to-End Speech Recognition using Subword Units. ISCSLP 2018: 146-150 - [c55]Tong Yin, Xiaotie Deng, Yuan Qi, Wei Chu, Jing Pan, Xiang Yan, Junwu Xiong:
Personalized Behavior Prediction with Encoder-to-Decoder Structure. NAS 2018: 1-10 - [c54]Jianfei Yu, Minghui Qiu, Jing Jiang, Jun Huang, Shuangyong Song, Wei Chu, Haiqing Chen:
Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce. WSDM 2018: 682-690 - [i13]Feng-Lin Li, Minghui Qiu, Haiqing Chen, Xiongwei Wang, Xing Gao, Jun Huang, Juwei Ren, Zhongzhou Zhao, Weipeng Zhao, Lei Wang, Guwei Jin, Wei Chu:
AliMe Assist: An Intelligent Assistant for Creating an Innovative E-commerce Experience. CoRR abs/1801.05032 (2018) - [i12]Qiangpeng Yang, Mengli Cheng, Wenmeng Zhou, Yan Chen, Minghui Qiu, Wei Lin, Wei Chu:
IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection. CoRR abs/1805.01167 (2018) - [i11]Zhangyu Xiao, Zhijian Ou, Wei Chu, Hui Lin:
Hybrid CTC-Attention based End-to-End Speech Recognition using Subword Units. CoRR abs/1807.04978 (2018) - [i10]Chenchen Li, Xiang Yan, Xiaotie Deng, Yuan Qi, Wei Chu, Le Song, Junlong Qiao, Jianshan He, Junwu Xiong:
Latent Dirichlet Allocation for Internet Price War. CoRR abs/1808.07621 (2018) - [i9]Wanchen Sui, Qing Zhang, Jun Yang, Wei Chu:
A Novel Integrated Framework for Learning both Text Detection and Recognition. CoRR abs/1811.08611 (2018) - [i8]Chenchen Li, Xiang Yan, Xiaotie Deng, Yuan Qi, Wei Chu, Le Song, Junlong Qiao, Jianshan He, Junwu Xiong:
A Policy Gradient Method with Variance Reduction for Uplift Modeling. CoRR abs/1811.10158 (2018) - [i7]Yichao Zhou, Wei Chu, Sam Young, Xin Chen:
BandNet: A Neural Network-based, Multi-Instrument Beatles-Style MIDI Music Composition Machine. CoRR abs/1812.07126 (2018) - 2017
- [c53]Minghui Qiu, Feng-Lin Li, Siyu Wang, Xing Gao, Yan Chen, Weipeng Zhao, Haiqing Chen, Jun Huang, Wei Chu:
AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine. ACL (2) 2017: 498-503 - [c52]Feng-Lin Li, Minghui Qiu, Haiqing Chen, Xiongwei Wang, Xing Gao, Jun Huang, Juwei Ren, Zhongzhou Zhao, Weipeng Zhao, Lei Wang, Guwei Jin, Wei Chu:
AliMe Assist : An Intelligent Assistant for Creating an Innovative E-commerce Experience. CIKM 2017: 2495-2498 - [c51]Minghui Qiu, Peilin Zhao, Ke Zhang, Jun Huang, Xing Shi, Xiaoguang Wang, Wei Chu:
A Short-Term Rainfall Prediction Model Using Multi-task Convolutional Neural Networks. ICDM 2017: 395-404 - [i6]Xu Hu, Jun Huang, Minghui Qiu, Cen Chen, Wei Chu:
PS-DBSCAN: An Efficient Parallel DBSCAN Algorithm Based on Platform Of AI (PAI). CoRR abs/1711.01034 (2017) - [i5]Jianfei Yu, Minghui Qiu, Jing Jiang, Jun Huang, Shuangyong Song, Wei Chu, Haiqing Chen:
Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce. CoRR abs/1711.08726 (2017) - 2016
- [j18]Xiaolong Li, Yunqing Liu, Shuang Zhao, Wei Chu:
A Modified Regularized Adaptive Matching Pursuit Algorithm for Linear Frequency Modulated Signal Detection Based on Compressive Sensing. J. Commun. 11(4): 402-410 (2016) - [j17]Xiaolong Li, Yunqing Liu, Shuang Zhao, Wei Chu:
Parameter Estimation of LFM Signal Based on Bayesian Compressive Sensing via Fractional Fourier Transform. J. Commun. 11(7): 693-701 (2016) - [c50]Wei Chu, Ruxin Chen:
Speaker cluster-based speaker adaptive training for deep neural network acoustic modeling. ICASSP 2016: 5295-5299 - [i4]Wei Chu, Ruxin Chen:
Speaker Cluster-Based Speaker Adaptive Training for Deep Neural Network Acoustic Modeling. CoRR abs/1604.06113 (2016) - 2015
- [c49]Hongwu Qin, Haixin Sun, Wei Chu, Mengcong Duan:
Structural Health Monitoring WTB Using the Effectiveness of Graphical Programming Packages Analysis on Acoustic Emission Data. BDCloud 2015: 207-212 - [c48]Bin Bi, Hao Ma, Bo-June Paul Hsu, Wei Chu, Kuansan Wang, Junghoo Cho:
Learning to Recommend Related Entities to Search Users. WSDM 2015: 139-148 - 2014
- [j16]Yanjun Gan, Qingyun Duan, Wei Gong, Charles H. Tong, Yunwei Sun, Wei Chu, Aizhong Ye, Chiyuan Miao, Zhenhua Di:
A comprehensive evaluation of various sensitivity analysis methods: A case study with a hydrological model. Environ. Model. Softw. 51: 269-285 (2014) - [c47]Jinyun Yan, Wei Chu, Ryen W. White:
Cohort modeling for enhanced personalized search. SIGIR 2014: 505-514 - 2013
- [c46]Yingni Zhai, Zhaoyang Dong, Wei Chu, Changjun Liu:
Decomposition-based scheduling algorithm for large-scale job shop. ICIA 2013: 124-127 - [c45]Hongning Wang, Xiaodong He, Ming-Wei Chang, Yang Song, Ryen W. White, Wei Chu:
Personalized ranking model adaptation for web search. SIGIR 2013: 323-332 - [c44]Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ryen W. White, Wei Chu:
Learning to extract cross-session search tasks. WWW 2013: 1353-1364 - [c43]Ryen W. White, Wei Chu, Ahmed Hassan Awadallah, Xiaodong He, Yang Song, Hongning Wang:
Enhancing personalized search by mining and modeling task behavior. WWW 2013: 1411-1420 - 2012
- [j15]Jie Ying Gao, Cheng Hua Zhang, Mei Ming Luo, Chan Kyung Kim, Wei Chu, Ying Xue:
Mechanism for the reaction of 2-naphthol with N-methyl-N-phenyl-hydrazine suggested by the density functional theory investigations. J. Comput. Chem. 33(2): 220-230 (2012) - [j14]Wei Chu, Abeer Alwan:
SAFE: A Statistical Approach to F0 Estimation Under Clean and Noisy Conditions. IEEE Trans. Speech Audio Process. 20(3): 933-944 (2012) - [j13]Taesup Moon, Wei Chu, Lihong Li, Zhaohui Zheng, Yi Chang:
An Online Learning Framework for Refining Recency Search Results with User Click Feedback. ACM Trans. Inf. Syst. 30(4): 20:1-20:28 (2012) - [c42]Wei Chu, Xing E. Yan:
A Method of Integrating Simulation with C2 System. AsiaSim (1) 2012: 389-396 - [c41]Wei Chu, Abeer Alwan:
FBEM: A filter bank EM algorithm for the joint optimization of features and acoustic model parameters in bird call classification. ICASSP 2012: 1993-1996 - [c40]Paul N. Bennett, Ryen W. White, Wei Chu, Susan T. Dumais, Peter Bailey, Fedor Borisyuk, Xiaoyuan Cui:
Modeling the impact of short- and long-term behavior on search personalization. SIGIR 2012: 185-194 - [c39]Lihong Li, Wei Chu, John Langford, Taesup Moon, Xuanhui Wang:
Bandits with Generalized Linear Models. ICML On-line Trading of Exploration and Exploitation 2012: 19-36 - 2011
- [j12]Wei Chu, Xiaogang Gao, Soroosh Sorooshian:
Handling boundary constraints for particle swarm optimization in high-dimensional search space. Inf. Sci. 181(20): 4569-4581 (2011) - [j11]Wei Chu, Xiaogang Gao, Soroosh Sorooshian:
A new evolutionary search strategy for global optimization of high-dimensional problems. Inf. Sci. 181(22): 4909-4927 (2011) - [j10]Wei Chu, Xiaogang Gao, Soroosh Sorooshian:
A Solution to the Crucial Problem of Population Degeneration in High-Dimensional Evolutionary Optimization. IEEE Syst. J. 5(3): 362-373 (2011) - [c38]John W. McDonough, Wei Chu, Ken'ichi Kumatani, Bhiksha Raj, Jill Fain Lehman:
An information filter for voice prompt suppression. ACSCC 2011: 321-325 - [c37]Wei Chu, Xiaogang Gao, Soroosh Sorooshian:
Fortify particle swam optimizer (PSO) with principal components analysis: A case study in improving bound-handling for optimizing high-dimensional and complex problems. IEEE Congress on Evolutionary Computation 2011: 1644-1648 - [c36]Liang Zhang, Jie Yang, Wei Chu, Belle L. Tseng:
A machine-learned proactive moderation system for auction fraud detection. CIKM 2011: 2501-2504 - [c35]Wei Chu, Daniel T. Blumstein:
Noise robust bird song detection using syllable pattern-based hidden Markov models. ICASSP 2011: 345-348 - [c34]Wei Chu, Martin Zinkevich, Lihong Li, Achint Thomas, Belle L. Tseng:
Unbiased online active learning in data streams. KDD 2011: 195-203 - [c33]Lihong Li, Wei Chu, John Langford, Xuanhui Wang:
Unbiased offline evaluation of contextual-bandit-based news article recommendation algorithms. WSDM 2011: 297-306 - [c32]Wei Chu, Lihong Li, Lev Reyzin, Robert E. Schapire:
Contextual Bandits with Linear Payoff Functions. AISTATS 2011: 208-214 - [i3]Taesup Moon, Wei Chu, Lihong Li, Zhaohui Zheng, Yi Chang:
Refining Recency Search Results with User Click Feedback. CoRR abs/1103.3735 (2011) - 2010
- [c31]Taesup Moon, Lihong Li, Wei Chu, Ciya Liao, Zhaohui Zheng, Yi Chang:
Online learning for recency search ranking using real-time user feedback. CIKM 2010: 1501-1504 - [c30]Wei Chu, Abeer Alwan:
SAFE: a statistical algorithm for F0 estimation for both clean and noisy speech. INTERSPEECH 2010: 2590-2593 - [c29]Lihong Li, Wei Chu, John Langford, Robert E. Schapire:
A contextual-bandit approach to personalized news article recommendation. WWW 2010: 661-670 - [i2]Lihong Li, Wei Chu, John Langford, Robert E. Schapire:
A Contextual-Bandit Approach to Personalized News Article Recommendation. CoRR abs/1003.0146 (2010) - [i1]Lihong Li, Wei Chu, John Langford:
An Unbiased, Data-Driven, Offline Evaluation Method of Contextual Bandit Algorithms. CoRR abs/1003.5956 (2010)
2000 – 2009
- 2009
- [c28]Wei Chu, Abeer Alwan:
Reducing F0 Frame Error of F0 tracking algorithms under noisy conditions with an unvoiced/voiced classification frontend. ICASSP 2009: 3969-3972 - [c27]Wei Chu, Abeer Alwan:
A correlation-maximization denoising filter used as an enhancement frontend for noise robust bird call classification. INTERSPEECH 2009: 2831-2834 - [c26]Wei Chu, Seung-Taek Park, Todd Beaupre, Nitin Motgi, Amit Phadke, Seinjuti Chakraborty, Joe Zachariah:
A case study of behavior-driven conjoint analysis on Yahoo!: front page today module. KDD 2009: 1097-1104 - [c25]Seung-Taek Park, Wei Chu:
Pairwise preference regression for cold-start recommendation. RecSys 2009: 21-28 - [c24]Wei Chu, Seung-Taek Park:
Personalized recommendation on dynamic content using predictive bilinear models. WWW 2009: 691-700 - [c23]Wei Chu, Zoubin Ghahramani:
Probabilistic Models for Incomplete Multi-dimensional Arrays. AISTATS 2009: 89-96 - 2008
- [j9]Wei Chu, Benoît Champagne:
A Noise-Robust FFT-Based Auditory Spectrum With Application in Audio Classification. IEEE Trans. Speech Audio Process. 16(1): 137-150 (2008) - 2007
- [j8]Wei Chu, S. Sathiya Keerthi:
Support Vector Ordinal Regression. Neural Comput. 19(3): 792-815 (2007) - [c22]Pannagadatta K. Shivaswamy, Wei Chu, Martin Jansche:
A Support Vector Approach to Censored Targets. ICDM 2007: 655-660 - [c21]Wei Chu, Benoît Champagne:
An Improved Implementation for an Auditory-Inspired FFT Model with Application in Audio Classification. ICME 2007: 196-199 - [c20]Vikas Sindhwani, Wei Chu, S. Sathiya Keerthi:
Semi-Supervised Gaussian Process Classifiers. IJCAI 2007: 1059-1064 - [c19]Wei Chu, Jia Liu:
Using confidence measures to evaluate the speaker turns in speaker segmentation. ISSPA 2007: 1-4 - [c18]Wei Chu, Jia Liu:
Subband Energy distance measure applied in multi-pass speech/non-speech discrimination. ISSPA 2007: 1-4 - [c17]Ricardo Bezerra de Andrade e Silva, Wei Chu, Zoubin Ghahramani:
Hidden Common Cause Relations in Relational Learning. NIPS 2007: 1345-1352 - [c16]Kai Yu, Wei Chu:
Gaussian Process Models for Link Analysis and Transfer Learning. NIPS 2007: 1657-1664 - 2006
- [j7]Wei Chu, Zoubin Ghahramani, Alexei A. Podtelezhnikov, David L. Wild:
Bayesian Segmental Models with Multiple Sequence Alignment Profiles for Protein Secondary Structure and Contact Map Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 3(2): 98-113 (2006) - [c15]Wei Chu, Benoît Champagne:
A Simplified Early Auditory Model with Application in Speech/Music Classification. CCECE 2006: 775-778 - [c14]Wei Chu, Benoît Champagne:
A Noise-Robust Fft-Based Spectrum for Audio Classification. ICASSP (5) 2006: 213-216 - [c13]Shirish K. Shevade, Wei Chu:
Minimum Enclosing Spheres Formulations for Support Vector Ordinal Regression. ICDM 2006: 1054-1058 - [c12]Wei Chu:
Model Selection: An Empirical Study on Two Kernel Classifiers. IJCNN 2006: 1673-1679 - [c11]Wei Chu, Vikas Sindhwani, Zoubin Ghahramani, S. Sathiya Keerthi:
Relational Learning with Gaussian Processes. NIPS 2006: 289-296 - [c10]Kai Yu, Wei Chu, Shipeng Yu, Volker Tresp, Zhao Xu:
Stochastic Relational Models for Discriminative Link Prediction. NIPS 2006: 1553-1560 - [c9]Wei Chu, Zoubin Ghahramani, Roland Krause, David L. Wild:
Identifying Protein Complexes in High-Throughput Protein Interaction Screens Using an Infinite Latent Feature Model. Pacific Symposium on Biocomputing 2006: 231-242 - [c8]Wei Chu, Xi Xiao, Jia Liu:
Confidence Score Based Unsupervised Incremental Adaptation for OOV Words Detection. SSPR/SPR 2006: 723-731 - [p1]Wei Chu, S. Sathiya Keerthi, Chong Jin Ong, Zoubin Ghahramani:
Bayesian Support Vector Machines for Feature Ranking and Selection. Feature Extraction 2006: 403-418 - 2005
- [j6]Wei Chu, Zoubin Ghahramani, Francesco Falciani, David L. Wild:
Biomarker discovery in microarray gene expression data with Gaussian processes. Bioinform. 21(16): 3385-3393 (2005) - [j5]Wei Chu, Zoubin Ghahramani:
Gaussian Processes for Ordinal Regression. J. Mach. Learn. Res. 6: 1019-1041 (2005) - [j4]Wei Chu, Chong Jin Ong, S. Sathiya Keerthi:
An improved conjugate gradient scheme to the solution of least squares SVM. IEEE Trans. Neural Networks 16(2): 498-501 (2005) - [c7]Wei Chu, Zoubin Ghahramani:
Preference learning with Gaussian processes. ICML 2005: 137-144 - [c6]Wei Chu, S. Sathiya Keerthi:
New approaches to support vector ordinal regression. ICML 2005: 145-152 - [c5]S. Sathiya Keerthi, Wei Chu:
A matching pursuit approach to sparse Gaussian process regression. NIPS 2005: 643-650 - 2004
- [j3]Wei Chu, S. Sathiya Keerthi, Chong Jin Ong:
Bayesian support vector regression using a unified loss function. IEEE Trans. Neural Networks 15(1): 29-44 (2004) - [c4]Wei Chu, Zoubin Ghahramani, David L. Wild:
Protein secondary structure prediction using sigmoid belief networks to parameterize segmental semi-Markov models. ESANN 2004: 81-86 - [c3]Wei Chu, Zoubin Ghahramani, David L. Wild:
A graphical model for protein secondary structure prediction. ICML 2004 - 2003
- [j2]Wei Chu, S. Sathiya Keerthi, Chong Jin Ong:
Bayesian Trigonometric Support Vector Classifier. Neural Comput. 15(9): 2227-2254 (2003) - [c2]Kaibo Duan, S. Sathiya Keerthi, Wei Chu, Shirish Krishnaj Shevade, Aun Neow Poo:
Multi-category Classification by Soft-Max Combination of Binary Classifiers. Multiple Classifier Systems 2003: 125-134 - 2002
- [j1]S. Sathiya Keerthi, Chong Jin Ong, Keng Boon Siah, David B. L. Lim, Wei Chu, Min Shi, David S. Edwin, Rakesh Menon, Lixiang Shen, Jonathan Y. K. Lim, Han Tong Loh:
A Machine Learning Approach for the Curation of Biomedical Literature - KDD Cup 2002 (Task 1). SIGKDD Explor. 4(2): 93-94 (2002) - 2001
- [c1]Wei Chu, S. Sathiya Keerthi, Chong Jin Ong:
A Unified Loss Function in Bayesian Framework for Support Vector Regression. ICML 2001: 51-58
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