model compression

3283 papers

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MC

Co-occurring keywords

knowledge distillation (3680) large language model (12755) neural network (6616) efficient computing (779) neural network optimization (1293) transfer learning (5442) convolutional neural network (4216) neural network pruning (265) language model (4573) parameter efficiency (415)

Papers

A Differentially Private Stochastic Gradient Descent Algorithm for Multiparty Classification AISTATS 2012

Scaling up Kernel SVM on Limited Resources: A Low-rank Linearization Approach AISTATS 2012

Collaborative Filtering on a Budget AISTATS 2010

Incremental Sparsification for Real-time Online Model Learning AISTATS 2010

Support Vector Machines on a Budget NIPS 2006

Building Support Vector Machines with Reduced Classifier Complexity JMLR 2006

Simplifying Mixture Models through Function Approximation NIPS 2006

Exact Simplification of Support Vector Solutions JMLR 2001