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Large-Scale Multi-Document Summarization with Information Extraction and Compression



Ning Wang , Han Liu , Diego Klabjan


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Topic Analysis for Text with Side Data



Biyi Fang , Kripa Rajshekhar , Diego Klabjan


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Tricks and Plugins to GBM on Images and Sequences



Biyi Fang , Jean Utke , Diego Klabjan


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Open-Set Recognition of Breast Cancer Treatments



Alexander Cao , Diego Klabjan , Yuan Luo

* 22 pages, 9 figures and 9 tables 

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Neuron-based Pruning of Deep Neural Networks with Better Generalization using Kronecker Factored Curvature Approximation



Abdolghani Ebrahimi , Diego Klabjan

* 15 pages, 5 figures 

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Aggregation Delayed Federated Learning



Ye Xue , Diego Klabjan , Yuan Luo


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Logit-based Uncertainty Measure in Classification



Huiyu Wu , Diego Klabjan


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A Probabilistic Approach to Neural Network Pruning



Xin Qian , Diego Klabjan


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Non-Convex Optimization with Spectral Radius Regularization



Adam Sandler , Diego Klabjan , Yuan Luo

* 12 pages 

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Classification Models for Partially Ordered Sequences



Stephanie Ger , Diego Klabjan , Jean Utke


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