conftrace_

sparse model

83 papers

Explore in graph

Co-occurring keywords

model compression (3302) model pruning (237) mixture of expert (640) neural network pruning (265) feature selection (649) large language model (13587) sparse optimization (246) neural network (6616) convex optimization (1321) neural network optimization (1293)

Papers

Is Pruning Compression?: Investigating Pruning Via Network Layer Similarity WACV 2020
One-Size-Fits-All Multilingual Models ACL 2020
On the Sparsity of Neural Machine Translation Models EMNLP 2020
Semismooth Newton Algorithm for Efficient Projections onto $\ell_1, ∞$-norm Ball ICML 2020
Dual Extrapolation for Sparse GLMs JMLR 2020
Naive Feature Selection: Sparsity in Naive Bayes AISTATS 2020
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture ACL 2020
Learning Optimized Risk Scores JMLR 2019
Stochastic Iterative Hard Thresholding for Graph-structured Sparsity Optimization ICML 2019
IT–IST at the SIGMORPHON 2019 Shared Task: Sparse Two-headed Models for Inflection ACL 2019
Balanced Sparsity for Efficient DNN Inference on GPU AAAI 2019
A Tight Bound of Hard Thresholding JMLR 2018
Orthogonal Matching Pursuit for Text Classification EMNLP 2018
Localized Lasso for High-Dimensional Regression AISTATS 2017
Sparse + Group-Sparse Dirty Models: Statistical Guarantees without Unreasonable Conditions and a Case for Non-Convexity ICML 2017
A Sparse Interactive Model for Matrix Completion with Side Information NIPS 2016
Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling ICML 2016
Multi-Layer Feature Reduction for Tree Structured Group Lasso via Hierarchical Projection NIPS 2015
Safe Screening for Multi-Task Feature Learning with Multiple Data Matrices ICML 2015
High-Dimensional Covariance Decomposition into Sparse Markov and Independence Models JMLR 2014
Uncertainty-Driven Efficiently-Sampled Sparse Graphical Models for Concurrent Tumor Segmentation and Atlas Registration ICCV 2013
Supervised Sparse Analysis and Synthesis Operators NIPS 2013
A Non-parametric Bayesian Network Prior of Human Pose ICCV 2013
Dirty Statistical Models NIPS 2013
Factorial LDA: Sparse Multi-Dimensional Text Models NIPS 2012