| Performance-Aware Mutual Knowledge Distillation for Improving Neural Architecture Search. | 0 | 0.34 | 2022 |
| Learning from Mistakes - a Framework for Neural Architecture Search. | 0 | 0.34 | 2022 |
| Contrastive Self-Supervised Learning For Graph Classification | 0 | 0.34 | 2021 |
| DSRNA: Differentiable Search of Robust Neural Architectures | 0 | 0.34 | 2021 |
| Explaining A Black-Box By Using A Deep Variational Information Bottleneck Approach | 0 | 0.34 | 2021 |
| Self-supervised Regularization for Text Classification | 0 | 0.34 | 2021 |
| Generalized Zero-Shot Text Classification for ICD Coding | 3 | 0.44 | 2020 |
| MedDialog: Large-scale Medical Dialogue Datasets. | 0 | 0.34 | 2020 |
| Specific and Shared Causal Relation Modeling and Mechanism-based Clustering | 0 | 0.34 | 2019 |
| Explaining a black-box using Deep Variational Information Bottleneck Approach. | 0 | 0.34 | 2019 |
| Multimodal Machine Learning for Automated ICD Coding. | 0 | 0.34 | 2018 |
| A Neural Architecture For Automated Icd Coding | 1 | 0.36 | 2018 |
| Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition. | 4 | 0.50 | 2018 |
| Orthogonality-Promoting Distance Metric Learning: Convex Relaxation and Theoretical Analysis. | 1 | 0.35 | 2018 |
| Nonoverlap-Promoting Variable Selection. | 0 | 0.34 | 2018 |
| Orpheus: Efficient Distributed Machine Learning via System and Algorithm Co-design. | 0 | 0.34 | 2018 |
| Unsupervised Pseudo-Labeling for Extractive Summarization on Electronic Health Records. | 0 | 0.34 | 2018 |
| Missing Value Imputation Based on Deep Generative Models. | 1 | 0.37 | 2018 |
| On The Automatic Generation Of Medical Imaging Reports | 9 | 0.63 | 2018 |
| Stackelberg GAN: Towards Provable Minimax Equilibrium via Multi-Generator Architectures. | 1 | 0.35 | 2018 |
| Predicting Discharge Medications at Admission Time Based on Deep Learning. | 2 | 0.36 | 2017 |
| Near-Orthogonality Regularization In Kernel Methods | 1 | 0.35 | 2017 |
| Diversity-Promoting Bayesian Learning of Latent Variable Models. | 5 | 0.39 | 2017 |
| Convolutional Neural Networks for Medical Diagnosis from Admission Notes. | 2 | 0.38 | 2017 |
| A Constituent-Centric Neural Architecture For Reading Comprehension | 0 | 0.34 | 2017 |
| Uncorrelation and Evenness: a New Diversity-Promoting Regularizer. | 3 | 0.36 | 2017 |
| Effective Use of Bidirectional Language Modeling for Medical Named Entity Recognition. | 2 | 0.36 | 2017 |
| Poseidon: An Efficient Communication Architecture For Distributed Deep Learning On Gpu Clusters | 23 | 0.67 | 2017 |
| Deep Determinantal Point Process for Large-Scale Multi-label Classification | 8 | 0.44 | 2017 |
| Learning Latent Space Models with Angular Constraints. | 1 | 0.35 | 2017 |
| Towards Automated ICD Coding Using Deep Learning. | 6 | 0.50 | 2017 |
| Improving the Generalization Performance of Multi-class SVM via Angular Regularization. | 0 | 0.34 | 2017 |
| Medical Diagnosis From Laboratory Tests by Combining Generative and Discriminative Learning. | 1 | 0.35 | 2017 |
| Lighter-Communication Distributed Machine Learning via Sufficient Factor Broadcasting. | 3 | 0.37 | 2016 |
| Incorporating Word Correlation Knowledge into Topic Modeling. | 16 | 0.65 | 2015 |
| Latent Variable Modeling with Diversity-Inducing Mutual Angular Regularization | 3 | 0.40 | 2015 |
| Petuum: A New Platform for Distributed Machine Learning on Big Data. | 106 | 2.53 | 2015 |
| Mining User Interests From Personal Photos | 6 | 0.53 | 2015 |
| Poseidon: A System Architecture for Efficient GPU-based Deep Learning on Multiple Machines | 14 | 0.62 | 2015 |
| Integrating Image Clustering And Codebook Learning | 3 | 0.41 | 2015 |
| Distributed Training of Deep Neural Networks with Theoretical Analysis: Under SSP Setting. | 0 | 0.34 | 2015 |
| Diversifying Restricted Boltzmann Machine for Document Modeling | 27 | 0.77 | 2015 |
| Learning Compact and Effective Distance Metrics with Diversity Regularization | 13 | 0.51 | 2015 |
| On the Generalization Error Bounds of Neural Networks under Diversity-Inducing Mutual Angular Regularization. | 6 | 0.47 | 2015 |
| Distributed Machine Learning via Sufficient Factor Broadcasting. | 3 | 0.41 | 2015 |
| Multi-modal distance metric learning | 18 | 0.61 | 2013 |
| Integrating Document Clustering and Topic Modeling. | 47 | 1.43 | 2013 |
