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Publications of "Cho-Jui Hsieh" ( http://dblp.L3S.de/Authors/Cho-Jui_Hsieh )

  Author page on DBLP  Author page in RDF  Community of Cho-Jui Hsieh in ASPL-2

Publication years (Num. hits)
2008-2012 (18) 2013-2014 (19) 2015-2016 (16) 2017 (21) 2018 (43) 2019 (43)
Publication types (Num. hits)
article(82) inproceedings(78)
Venues (Conferences, Journals, ...)
CoRR(66) ICML(14) NIPS(14) J. Mach. Learn. Res.(9) KDD(8) ICLR (Poster)(5) ICDM(4) AAAI(3) AISTATS(3) IJCAI(3) NeurIPS(3) ACL (1)(2) SDM(2) WWW(2) ACL/IJCNLP (Short Papers)(1) AISec@CCS(1) More (+10 of total 36)
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Results
Found 161 publication records. Showing 160 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Yang You, Zhao Zhang 0007, Cho-Jui Hsieh, James Demmel, Kurt Keutzer Fast Deep Neural Network Training on Distributed Systems and Cloud TPUs. Search on Bibsonomy IEEE Trans. Parallel Distrib. Syst. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Jiarui Fang, Haohuan Fu, Guangwen Yang, Cho-Jui Hsieh RedSync: Reducing synchronization bandwidth for distributed deep learning training system. Search on Bibsonomy J. Parallel Distrib. Comput. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Liunian Harold Li, Patrick H. Chen, Cho-Jui Hsieh, Kai-Wei Chang Efficient Contextual Representation Learning With Continuous Outputs. Search on Bibsonomy TACL The full citation details ... 2019 DBLP  BibTeX  RDF
1Xuanqing Liu, Si Si, Xiaojin Zhu 0001, Yang Li 0058, Cho-Jui Hsieh A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Hongge Chen, Huan Zhang 0001, Duane S. Boning, Cho-Jui Hsieh Robust Decision Trees Against Adversarial Examples. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Hadi Salman, Greg Yang, Huan Zhang 0001, Cho-Jui Hsieh, Pengchuan Zhang A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Liunian Harold Li, Patrick H. Chen, Cho-Jui Hsieh, Kai-Wei Chang Efficient Contextual Representation Learning Without Softmax Layer. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Huan Zhang 0001, Hongge Chen, Zhao Song, Duane S. Boning, Inderjit S. Dhillon, Cho-Jui Hsieh The Limitations of Adversarial Training and the Blind-Spot Attack. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Hongge Chen, Huan Zhang 0001, Si Si, Yang Li, Duane S. Boning, Cho-Jui Hsieh Robustness Verification of Tree-based Models. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Minhao Cheng, Simranjit Singh, Patrick Chen, Pin-Yu Chen, Sijia Liu 0001, Cho-Jui Hsieh Sign-OPT: A Query-Efficient Hard-label Adversarial Attack. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Liwei Wu, Hsiang-Fu Yu, Nikhil Rao, James Sharpnack, Cho-Jui Hsieh Graph DNA: Deep Neighborhood Aware Graph Encoding for Collaborative Filtering. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Yang You, Jing Li, Jonathan Hseu, Xiaodan Song, James Demmel, Cho-Jui Hsieh Reducing BERT Pre-Training Time from 3 Days to 76 Minutes. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Ruiqi Gao, Tianle Cai, Haochuan Li, Liwei Wang, Cho-Jui Hsieh, Jason D. Lee Convergence of Adversarial Training in Overparametrized Networks. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Liwei Wu, Shuqing Li, Cho-Jui Hsieh, James Sharpnack Temporal Collaborative Ranking Via Personalized Transformer. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Liwei Wu, Shuqing Li, Cho-Jui Hsieh, James Sharpnack Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Yu-Lun Hsieh, Minhao Cheng, Da-Cheng Juan, Wei Wei, Wen-Lian Hsu, Cho-Jui Hsieh Natural Adversarial Sentence Generation with Gradient-based Perturbation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xuanqing Liu, Tesi Xiao, Si Si, Qin Cao, Sanjiv Kumar, Cho-Jui Hsieh Neural SDE: Stabilizing Neural ODE Networks with Stochastic Noise. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Yang You, Jonathan Hseu, Chris Ying, James Demmel, Kurt Keutzer, Cho-Jui Hsieh Large-Batch Training for LSTM and Beyond. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Utkarsh Ojha, Krishna Kumar Singh, Cho-Jui Hsieh, Yong Jae Lee Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Imbalanced Data. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Huan Zhang 0001, Minhao Cheng, Cho-Jui Hsieh Enhancing Certifiable Robustness via a Deep Model Ensemble. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Yangjun Ruan, Yuanhao Xiong, Sashank J. Reddi, Sanjiv Kumar, Cho-Jui Hsieh Learning to Learn by Zeroth-Order Oracle. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh, Kai-Wei Chang VisualBERT: A Simple and Performant Baseline for Vision and Language. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Huan Zhang 0001, Hongge Chen, Chaowei Xiao, Bo Li 0026, Duane S. Boning, Cho-Jui Hsieh Towards Stable and Efficient Training of Verifiably Robust Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Jun-Ho Choi, Huan Zhang 0001, Jun-Hyuk Kim, Cho-Jui Hsieh, Jong-Seok Lee Evaluating Robustness of Deep Image Super-Resolution against Adversarial Attacks. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Wei-Lin Chiang, Xuanqing Liu, Si Si, Yang Li 0058, Samy Bengio, Cho-Jui Hsieh Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Puyudi Yang, Jianbo Chen, Cho-Jui Hsieh, Jane-Ling Wang, Michael I. Jordan ML-LOO: Detecting Adversarial Examples with Feature Attribution. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Lu Wang, Xuanqing Liu, Jinfeng Yi, Zhi-Hua Zhou, Cho-Jui Hsieh Evaluating the Robustness of Nearest Neighbor Classifiers: A Primal-Dual Perspective. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Huang Fang, Minhao Cheng, Cho-Jui Hsieh, Michael P. Friedlander Fast Training for Large-Scale One-versus-All Linear Classifiers using Tree-Structured Initialization. Search on Bibsonomy SDM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Minhao Cheng, Wei Wei, Cho-Jui Hsieh Evaluating and Enhancing the Robustness of Dialogue Systems: A Case Study on a Negotiation Agent. Search on Bibsonomy NAACL-HLT (1) The full citation details ... 2019 DBLP  BibTeX  RDF
1Wei-Lin Chiang, Xuanqing Liu, Si Si, Yang Li 0058, Samy Bengio, Cho-Jui Hsieh Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks. Search on Bibsonomy KDD The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Chun-Chen Tu, Pai-Shun Ting, Pin-Yu Chen, Sijia Liu 0001, Huan Zhang 0001, Jinfeng Yi, Cho-Jui Hsieh, Shin-Ming Cheng AutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking Black-Box Neural Networks. Search on Bibsonomy AAAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Huan Zhang 0001, Pengchuan Zhang, Cho-Jui Hsieh RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix of Neural Networks and Its Applications. Search on Bibsonomy AAAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Moustafa Alzantot, Yash Sharma, Supriyo Chakraborty, Huan Zhang 0001, Cho-Jui Hsieh, Mani B. Srivastava GenAttack: practical black-box attacks with gradient-free optimization. Search on Bibsonomy GECCO The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Xuanqing Liu, Cho-Jui Hsieh Rob-GAN: Generator, Discriminator, and Adversarial Attacker. Search on Bibsonomy CVPR The full citation details ... 2019 DBLP  BibTeX  RDF
1Yang You, Jonathan Hseu, Chris Ying, James Demmel, Kurt Keutzer, Cho-Jui Hsieh Large-batch training for LSTM and beyond. Search on Bibsonomy SC The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Patrick H. Chen, Si Si, Sanjiv Kumar, Yang Li, Cho-Jui Hsieh Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks. Search on Bibsonomy ICLR (Poster) The full citation details ... 2019 DBLP  BibTeX  RDF
1Minhao Cheng, Thong Le, Pin-Yu Chen, Huan Zhang 0001, Jinfeng Yi, Cho-Jui Hsieh Query-Efficient Hard-label Black-box Attack: An Optimization-based Approach. Search on Bibsonomy ICLR (Poster) The full citation details ... 2019 DBLP  BibTeX  RDF
1Huan Zhang 0001, Hongge Chen, Zhao Song, Duane S. Boning, Inderjit S. Dhillon, Cho-Jui Hsieh The Limitations of Adversarial Training and the Blind-Spot Attack. Search on Bibsonomy ICLR (Poster) The full citation details ... 2019 DBLP  BibTeX  RDF
1Xuanqing Liu, Yao Li, Chongruo Wu, Cho-Jui Hsieh Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network. Search on Bibsonomy ICLR (Poster) The full citation details ... 2019 DBLP  BibTeX  RDF
1Hongge Chen, Huan Zhang 0001, Duane S. Boning, Cho-Jui Hsieh Robust Decision Trees Against Adversarial Examples. Search on Bibsonomy ICML The full citation details ... 2019 DBLP  BibTeX  RDF
1Qin Ding, Hsiang-Fu Yu, Cho-Jui Hsieh A Fast Sampling Algorithm for Maximum Inner Product Search. Search on Bibsonomy AISTATS The full citation details ... 2019 DBLP  BibTeX  RDF
1Hsiang-Fu Yu, Cho-Jui Hsieh, Inderjit S. Dhillon Parallel Asynchronous Stochastic Coordinate Descent with Auxiliary Variables. Search on Bibsonomy AISTATS The full citation details ... 2019 DBLP  BibTeX  RDF
1Yu-Lun Hsieh, Minhao Cheng, Da-Cheng Juan, Wei Wei, Wen-Lian Hsu, Cho-Jui Hsieh On the Robustness of Self-Attentive Models. Search on Bibsonomy ACL (1) The full citation details ... 2019 DBLP  BibTeX  RDF
1Kai-Yang Chiang, Inderjit S. Dhillon, Cho-Jui Hsieh Using Side Information to Reliably Learn Low-Rank Matrices from Missing and Corrupted Observations. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2018 DBLP  BibTeX  RDF
1Liwei Wu, Cho-Jui Hsieh, James Sharpnack SQL-Rank: A Listwise Approach to Collaborative Ranking. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Minhao Cheng, Thong Le, Pin-Yu Chen, Jinfeng Yi, Huan Zhang 0001, Cho-Jui Hsieh Query-Efficient Hard-label Black-box Attack: An Optimization-based Approach. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Patrick H. Chen, Si Si, Yang Li, Ciprian Chelba, Cho-Jui Hsieh GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Liu Liu 0014, Minhao Cheng, Cho-Jui Hsieh, Dacheng Tao Stochastic Zeroth-order Optimization via Variance Reduction method. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Puyudi Yang, Jianbo Chen, Cho-Jui Hsieh, Jane-Ling Wang, Michael I. Jordan Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Liu Liu 0014, Xuanqing Liu, Cho-Jui Hsieh, Dacheng Tao Stochastic Second-order Methods for Non-convex Optimization with Inexact Hessian and Gradient. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Tsui-Wei Weng, Huan Zhang 0001, Pin-Yu Chen, Aurelie C. Lozano, Cho-Jui Hsieh, Luca Daniel On Extensions of CLEVER: A Neural Network Robustness Evaluation Algorithm. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Yang You, James Demmel, Cho-Jui Hsieh, Richard W. Vuduc Accurate, Fast and Scalable Kernel Ridge Regression on Parallel and Distributed Systems. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Xuanqing Liu, Yao Li, Chongruo Wu, Cho-Jui Hsieh Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Yao Li, Martin Renqiang Min, Wenchao Yu, Cho-Jui Hsieh, Thomas C. M. Lee, Erik Kruus Optimal Transport Classifier: Defending Against Adversarial Attacks by Regularized Deep Embedding. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Tsui-Wei Weng, Huan Zhang 0001, Hongge Chen, Zhao Song, Cho-Jui Hsieh, Duane S. Boning, Inderjit S. Dhillon, Luca Daniel Towards Fast Computation of Certified Robustness for ReLU Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Xiaoyun Wang, Joe Eaton, Cho-Jui Hsieh, Shyhtsun Felix Wu Attack Graph Convolutional Networks by Adding Fake Nodes. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Chun-Chen Tu, Pai-Shun Ting, Pin-Yu Chen, Sijia Liu 0001, Huan Zhang 0001, Jinfeng Yi, Cho-Jui Hsieh, Shin-Ming Cheng AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Xiaoyun Wang, Chun-Ming Lai, Yunfeng Hong, Cho-Jui Hsieh, Shyhtsun Felix Wu Multiple Accounts Detection on Facebook Using Semi-Supervised Learning on Graphs. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Yuefeng Liang, Cho-Jui Hsieh, Thomas C. M. Lee Block-wise Partitioning for Extreme Multi-label Classification. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Liu Liu 0014, Ji Liu, Cho-Jui Hsieh, Dacheng Tao Stochastically Controlled Stochastic Gradient for the Convex and Non-convex Composition problem. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Patrick H. Chen, Si Si, Sanjiv Kumar, Yang Li, Cho-Jui Hsieh Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Huan Zhang 0001, Pengchuan Zhang, Cho-Jui Hsieh RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix of Neural Networks and Its Applications. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Huan Zhang 0001, Tsui-Wei Weng, Pin-Yu Chen, Cho-Jui Hsieh, Luca Daniel Efficient Neural Network Robustness Certification with General Activation Functions. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Chao Jiang, Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang LearningWord Embeddings for Low-resource Languages by PU Learning. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Minhao Cheng, Jinfeng Yi, Huan Zhang 0001, Pin-Yu Chen, Cho-Jui Hsieh Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Tsui-Wei Weng, Huan Zhang 0001, Pin-Yu Chen, Jinfeng Yi, Dong Su, Yupeng Gao, Cho-Jui Hsieh, Luca Daniel Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Xuanqing Liu, Cho-Jui Hsieh From Adversarial Training to Generative Adversarial Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Xuanqing Liu, Cho-Jui Hsieh Fast Variance Reduction Method with Stochastic Batch Size. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Jun Wang, Cho-Jui Hsieh, Daming Shi 0001 NLRR++: Scalable Subspace Clustering via Non-Convex Block Coordinate Descent. Search on Bibsonomy SDM The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Chao Jiang, Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang Learning Word Embeddings for Low-Resource Languages by PU Learning. Search on Bibsonomy NAACL-HLT The full citation details ... 2018 DBLP  BibTeX  RDF
1Tsui-Wei Weng, Huan Zhang 0001, Pin-Yu Chen, Aurelie C. Lozano, Cho-Jui Hsieh, Luca Daniel On Extensions of Clever: A Neural Network Robustness Evaluation Algorithm. Search on Bibsonomy GlobalSIP The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Pin-Yu Chen, Yash Sharma, Huan Zhang 0001, Jinfeng Yi, Cho-Jui Hsieh EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Yang You, James Demmel, Cho-Jui Hsieh, Richard W. Vuduc Accurate, Fast and Scalable Kernel Ridge Regression on Parallel and Distributed Systems. Search on Bibsonomy ICS The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Huan Zhang 0001, Tsui-Wei Weng, Pin-Yu Chen, Cho-Jui Hsieh, Luca Daniel Efficient Neural Network Robustness Certification with General Activation Functions. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Patrick H. Chen, Si Si, Yang Li, Ciprian Chelba, Cho-Jui Hsieh GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Yao Li, Minhao Cheng, Kevin Fujii, Fushing Hsieh, Cho-Jui Hsieh Learning from Group Comparisons: Exploiting Higher Order Interactions. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Yang You, Zhao Zhang 0007, Cho-Jui Hsieh, James Demmel, Kurt Keutzer ImageNet Training in Minutes. Search on Bibsonomy ICPP The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Xuanqing Liu, Minhao Cheng, Huan Zhang 0001, Cho-Jui Hsieh Towards Robust Neural Networks via Random Self-ensemble. Search on Bibsonomy ECCV (7) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Xiaoyun Wang, Chun-Ming Lai, Yu-Cheng Lin, Cho-Jui Hsieh, Shyhtsun Felix Wu, Hasan Cam Multiple Accounts Detection on Facebook Using Semi-Supervised Learning on Graphs. Search on Bibsonomy MILCOM The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Tsui-Wei Weng, Huan Zhang 0001, Pin-Yu Chen, Jinfeng Yi, Dong Su, Yupeng Gao, Cho-Jui Hsieh, Luca Daniel Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach. Search on Bibsonomy ICLR (Poster) The full citation details ... 2018 DBLP  BibTeX  RDF
1Minhao Cheng, Ian Davidson, Cho-Jui Hsieh Extreme Learning to Rank via Low Rank Assumption. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Tsui-Wei Weng, Huan Zhang 0001, Hongge Chen, Zhao Song, Cho-Jui Hsieh, Luca Daniel, Duane S. Boning, Inderjit S. Dhillon Towards Fast Computation of Certified Robustness for ReLU Networks. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Xuanqing Liu, Cho-Jui Hsieh Fast Variance Reduction Method with Stochastic Batch Size. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Liwei Wu, Cho-Jui Hsieh, James Sharpnack SQL-Rank: A Listwise Approach to Collaborative Ranking. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Minhao Cheng, Cho-Jui Hsieh Distributed Primal-Dual Optimization for Non-uniformly Distributed Data. Search on Bibsonomy IJCAI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Hongge Chen, Huan Zhang 0001, Pin-Yu Chen, Jinfeng Yi, Cho-Jui Hsieh Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning. Search on Bibsonomy ACL (1) The full citation details ... 2018 DBLP  BibTeX  RDF
1Si Si, Cho-Jui Hsieh, Inderjit S. Dhillon Memory Efficient Kernel Approximation. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2017 DBLP  BibTeX  RDF
1Xuanqing Liu, Minhao Cheng, Huan Zhang 0001, Cho-Jui Hsieh Towards Robust Neural Networks via Random Self-ensemble. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Xiangru Lian, Ce Zhang, Huan Zhang 0001, Cho-Jui Hsieh, Wei Zhang, Ji Liu 0002 Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Pin-Yu Chen, Huan Zhang 0001, Yash Sharma, Jinfeng Yi, Cho-Jui Hsieh ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Jinfeng Yi, Cho-Jui Hsieh, Kush R. Varshney, Lijun Zhang 0005, Yao Li Positive-Unlabeled Demand-Aware Recommendation. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Xuanqing Liu, Cho-Jui Hsieh, Jason D. Lee, Yuekai Sun An inexact subsampled proximal Newton-type method for large-scale machine learning. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Pin-Yu Chen, Yash Sharma, Huan Zhang 0001, Jinfeng Yi, Cho-Jui Hsieh EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Hongge Chen, Huan Zhang 0001, Pin-Yu Chen, Jinfeng Yi, Cho-Jui Hsieh Show-and-Fool: Crafting Adversarial Examples for Neural Image Captioning. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Yang You, Zhao Zhang 0007, Cho-Jui Hsieh, James Demmel 100-epoch ImageNet Training with AlexNet in 24 Minutes. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Huan Zhang 0001, Si Si, Cho-Jui Hsieh GPU-acceleration for Large-scale Tree Boosting. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Pin-Yu Chen, Huan Zhang 0001, Yash Sharma, Jinfeng Yi, Cho-Jui Hsieh ZOO: Zeroth Order Optimization Based Black-box Attacks to Deep Neural Networks without Training Substitute Models. Search on Bibsonomy AISec@CCS The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Huang Fang, Minhao Cheng, Cho-Jui Hsieh A Hyperplane-Based Algorithm for Semi-Supervised Dimension Reduction. Search on Bibsonomy ICDM The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Kevin Fujii, Fushing Hsieh, Cho-Jui Hsieh Computable Expert Knowledge in Computer Games. Search on Bibsonomy ICMLA The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Liwei Wu, Cho-Jui Hsieh, James Sharpnack Large-scale Collaborative Ranking in Near-Linear Time. Search on Bibsonomy KDD The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
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