Jaime Carbonell

1. XLNet: Generalized Autoregressive Pretraining for Language Understanding
   2019/06/19 by Zhilin Yang, Yang, Zhilin, Zihang Dai +9 · 1 voice · 281 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
2. Characterizing and Avoiding Negative Transfer
   2018/11/24 by Zirui Wang, Zihang Dai, Wang, Zirui +5 · 20 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
3. Block-Normalized Gradient Method: An Empirical Study for Training Deep Neural Network
   2017/07/16 by Adams Wei Yu, Lei Huang, Yu, Adams Wei +7 · 5 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications #Neural Networks and Applications
4. Optimizing Data Usage via Differentiable Rewards
   2019/11/22 by Xinyi Wang, Hieu Pham, Wang, Xinyi +9 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
5. Self-Paced Multitask Learning with Shared Knowledge
   2017/03/02 by Keerthiram Murugesan, Murugesan, Keerthiram, Jaime Carbonell +1 · 2 citations
   Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
6. Smoothing Proximal Gradient Method for General Structured Sparse Learning
   2012/02/14 by Xi Chen, Qihang Lin, Chen, Xi +7 · 2 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
7. Co-Clustering for Multitask Learning
   2017/03/03 by Keerthiram Murugesan, Murugesan, Keerthiram, Jaime Carbonell +3 · 1 citation
   Computer Science · #Advanced Clustering Algorithms Research #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques
8. Efficient Meta Lifelong-Learning with Limited Memory
   2020/10/06 by Zirui Wang, Sanket Vaibhav Mehta, Wang, Zirui +5 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
9. Improving Candidate Generation for Low-resource Cross-lingual Entity Linking
   2020/03/03 by Shuyan Zhou, Shruti Rijhwani, Zhou, Shuyan +7 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
10. Privacy-Preserving Multi-Document Summarization
    2015/08/06 by Luís Marujo, José Portêlo, Marujo, Luís +15 · 1 citation
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Data Quality and Management #FOS: Computer and information sciences #H.3 #I.2.7 #Information Retrieval (cs.IR) #K.4.1 #Natural Language Processing Techniques #Topic Modeling