Chen, Jianbo
- HopSkipJumpAttack: A Query-Efficient Decision-Based Attack
2019/04/03 by Jianbo Chen, Chen, Jianbo, Michael I. Jordan +3 · 30 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
- Learning to Explain: An Information-Theoretic Perspective on Model Interpretation
2018/02/21 by Jianbo Chen, Le Song, Chen, Jianbo +5 · 30 citations
Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification
- ML-LOO: Detecting Adversarial Examples with Feature Attribution
2019/06/08 by Puyudi Yang, Yang, Puyudi, Jianbo Chen +7 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI)
- L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data
2018/08/08 by Chen, Jianbo, Song, Le, Wainwright, Martin J. +1 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Non-convex Finite-Sum Optimization Via SCSG Methods
2017/06/28 by Lei, Lihua, Ju, Cheng, Chen, Jianbo +1 · 2 citations
#Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
- Kernel Feature Selection via Conditional Covariance Minimization
2017/07/04 by Jianbo Chen, Chen, Jianbo, Mitchell Stern +5 · 2 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME) #Statistical Methods and Inference
- Language-Based Image Editing with Recurrent Attentive Models
2017/11/16 by Chen, Jianbo, Shen, Yelong, Gao, Jianfeng +2 · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- DAGGER: A sequential algorithm for FDR control on DAGs
2017/09/29 by Aaditya Ramdas, Ramdas, Aaditya, Jianbo Chen +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Gene expression and cancer classification #Genetic Associations and Epidemiology #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods in Clinical Trials #Statistics Theory (math.ST)
- A Transformer-based deep neural network model for SSVEP classification
2022/10/09 by Jianbo Chen, Yangsong Zhang, Chen, Jianbo +7 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Neurons and Cognition (q-bio.NC)