Dual Decomposed Learning with Factorwise Oracles for Structural SVMs of Large Output Domain
Yen, Ian E H, Huang, Xiangru, Zhong, Kai, Zhang, Ruohan, Ravikumar, Pradeep, Dhillon, Inderjit S
Published in Advances in neural information processing systems (01.12.2016)
Get more information
Published in Advances in neural information processing systems (01.12.2016)
Journal Article
Latent Feature Lasso
Yen, Ian E H, Lee, Wei-Cheng, Chang, Sung-En, Suggala, Arun S, Lin, Shou-De, Ravikumar, Pradeep
Published in Proceedings of machine learning research (01.08.2017)
Get full text
Published in Proceedings of machine learning research (01.08.2017)
Journal Article
Minimizing FLOPs to Learn Efficient Sparse Representations
Paria, Biswajit, Yeh, Chih-Kuan, Yen, Ian E. H, Xu, Ning, Ravikumar, Pradeep, Póczos, Barnabás
Year of Publication 12.04.2020
Year of Publication 12.04.2020
Get full text
Journal Article
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm
Huang, Shaoyi, Xu, Dongkuan, Yen, Ian E. H, Wang, Yijue, Chang, Sung-en, Li, Bingbing, Chen, Shiyang, Xie, Mimi, Rajasekaran, Sanguthevar, Liu, Hang, Ding, Caiwen
Year of Publication 15.10.2021
Year of Publication 15.10.2021
Get full text
Journal Article
Efficient Tensor Decomposition with Boolean Factors
Chang, Sung-En, Zheng, Xun, Yen, Ian E. H, Ravikumar, Pradeep, Yu, Rose
Year of Publication 10.10.2018
Year of Publication 10.10.2018
Get full text
Journal Article
Word Mover's Embedding: From Word2Vec to Document Embedding
Wu, Lingfei, Yen, Ian E. H, Xu, Kun, Xu, Fangli, Balakrishnan, Avinash, Chen, Pin-Yu, Ravikumar, Pradeep, Witbrock, Michael J
Year of Publication 30.10.2018
Year of Publication 30.10.2018
Get full text
Journal Article
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm
Huang, Shaoyi, Xu, Dongkuan, Yen, Ian E H, Wang, Yijue, Sung-en Chang, Li, Bingbing, Chen, Shiyang, Xie, Mimi, Rajasekaran, Sanguthevar, Liu, Hang, Ding, Caiwen
Published in arXiv.org (16.01.2023)
Get full text
Published in arXiv.org (16.01.2023)
Paper
Efficient Tensor Decomposition with Boolean Factors
Sung-En Chang, Zheng, Xun, Yen, Ian E H, Ravikumar, Pradeep, Yu, Rose
Published in arXiv.org (11.11.2020)
Get full text
Published in arXiv.org (11.11.2020)
Paper
Minimizing FLOPs to Learn Efficient Sparse Representations
Paria, Biswajit, Chih-Kuan Yeh, Yen, Ian E H, Xu, Ning, Ravikumar, Pradeep, Póczos, Barnabás
Published in arXiv.org (12.04.2020)
Get full text
Published in arXiv.org (12.04.2020)
Paper
Proximal Quasi-Newton for Computationally Intensive L1-regularized M-estimators
Zhong, Kai, Yen, Ian E H, Dhillon, Inderjit S, Ravikumar, Pradeep
Published in arXiv.org (23.01.2015)
Get full text
Published in arXiv.org (23.01.2015)
Paper