Authors: Zhang, Yi-Fan, Zhang, Hanlin, Lipton, Zachary, Li, Li Erran, Xing, Eric P.
Superior Title: Machine Learning Faculty Publications
Subject Terms: Covariates, Discrete/continuous, Diverse domains, Estimation problem, Inductive bias, Natural languages, Propensity score, Selection bias, Treatment effects, Machine learning, Machine Learning (cs.LG), Artificial Intelligence and Robotics, Computer Sciences, stat, eco
Superior Title: Machine Learning Faculty Publications
Subject Terms: Calibration, Deep neural networks, Network architecture, Image domain, Natural images, Neural architectures, Privacy protection, Real-world scenario, Search tasks, Soft labels, Synthesised, Synthetic data, Training data, Semantics, Artificial Intelligence (cs.AI), Computer Vision and Pattern Recognition (cs.CV), Machine Learning (cs.LG), Artificial Intelligence and Robotics, Computer Sciences
Relation: https://dclibrary.mbzuai.ac.ae/mlfp/108; https://link.springer.com/chapter/10.1007/978-3-031-20053-3_23
Availability: https://dclibrary.mbzuai.ac.ae/mlfp/108
Authors: Zhang, Yi-Fan, Zhang, Hanlin, Lipton, Zachary, Li, Li Erran, Xing, Eric P.
Superior Title: Machine Learning Faculty Publications
Subject Terms: Covariates, Discrete/continuous, Diverse domains, Estimation problem, Inductive bias, Natural languages, Propensity score, Selection bias, Treatment effects, Machine learning, Machine Learning (cs.LG), Artificial Intelligence and Robotics, Computer Sciences
Authors: Yao, Huaxiu, Wu, Yingxin, Al-Shedivat, Maruan, Xing, Eric P.
Superior Title: Machine Learning Faculty Publications
Subject Terms: Computation and Language (cs.CL), Machine Learning (cs.LG), Computer Sciences
File Description: text/html
Superior Title: Machine Learning Faculty Publications
Subject Terms: Artificial Intelligence (cs.AI), Machine Learning (cs.LG), Machine Learning (stat.ML), Artificial Intelligence and Robotics, Computer Sciences
File Description: application/pdf
Relation: https://dclibrary.mbzuai.ac.ae/mlfp/112; https://dclibrary.mbzuai.ac.ae/cgi/viewcontent.cgi?article=1111&context=mlfp
Availability:
https://dclibrary.mbzuai.ac.ae/mlfp/112
https://dclibrary.mbzuai.ac.ae/cgi/viewcontent.cgi?article=1111&context=mlfp
Authors: Xiao, Yuxin, Xing, Eric P., Neiswanger, Willie
Superior Title: Machine Learning Faculty Publications
Subject Terms: Artificial Intelligence (cs.AI), Machine Learning (cs.LG), Machine Learning (stat.ML), Artificial Intelligence and Robotics, Computer Sciences
Authors: Zhang, Hanlin, Zhang, Yi-Fan, Liu, Weiyang, Weller, Adrian, Schölkopf, Bernhard, Xing, Eric P.
Superior Title: Machine Learning Faculty Publications
Subject Terms: Benchmarking, Machine learning, Semantics, Constrained domain, Constrained optimi-zation problems, Dimensional parameterization, Empirical approximations, Finite dimensional, Generalisation, Learn+, Machine learning models, Non-trivial, Primal-dual algorithms, Constrained optimization, Computer Vision and Pattern Recognition (cs.CV), Machine Learning (cs.LG), Artificial Intelligence and Robotics, Computer Sciences
Authors: Guo, Hanlin, Tan, Bowen, Liu, Zhengzhong, Xing, Eric P., Hu, Zhiting
Superior Title: Machine Learning Faculty Publications
Subject Terms: Computation and Language (cs.CL), Machine Learning (cs.LG), Artificial Intelligence and Robotics, Computer Sciences
Authors: Hu, Zhiting, Xing, Eric P.
Superior Title: Machine Learning Faculty Publications
File Description: application/pdf
Relation: https://dclibrary.mbzuai.ac.ae/mlfp/114; https://dclibrary.mbzuai.ac.ae/cgi/viewcontent.cgi?article=1113&context=mlfp
Availability:
https://dclibrary.mbzuai.ac.ae/mlfp/114
https://dclibrary.mbzuai.ac.ae/cgi/viewcontent.cgi?article=1113&context=mlfp
Authors: Liu, Zechun, Cheng, Kwang-Ting, Huang, Dong, Xing, Eric P., Shen, Zhiqiang
Superior Title: Machine Learning Faculty Publications
Subject Terms: Model inference, Neural-networks, Non-uniform quantization, Output levels, Performance, Quantisation, Space overhead, Threshold parameters, Underlying distribution, Uniform quantization, Machine learning, Artificial Intelligence (cs.AI), Computer Vision and Pattern Recognition (cs.CV), Machine Learning (cs.LG), Artificial Intelligence and Robotics, Computer Sciences
Superior Title: Machine Learning Faculty Publications
Subject Terms: Human learning, Learn+, Learning strategy, Learning techniques, Machine learning methods, Neural architectures, Optimization problems, Learning systems, Artificial Intelligence (cs.AI), Machine Learning (cs.LG), Artificial Intelligence and Robotics, Computer Sciences
File Description: application/pdf
Relation: https://dclibrary.mbzuai.ac.ae/mlfp/111; https://dclibrary.mbzuai.ac.ae/cgi/viewcontent.cgi?article=1110&context=mlfp
Availability:
https://dclibrary.mbzuai.ac.ae/mlfp/111
https://dclibrary.mbzuai.ac.ae/cgi/viewcontent.cgi?article=1110&context=mlfp
Authors: Qin, Zhaoming, Dong, Nanqing, Xing, Eric P., Cao, Junwei
Superior Title: Machine Learning Faculty Publications
Subject Terms: Cryptography and Security (cs.CR), Machine Learning (cs.LG), Multiagent Systems (cs.MA), Artificial Intelligence and Robotics, Computer Sciences
Authors: Deng, Mingkai, Tan, Bowen, Liu, Zhengzhong, Xing, Eric P., Hu, Zhiting
Superior Title: Machine Learning Faculty Publications
Subject Terms: Knowledge management, Natural language processing systems, Automatic alignment, Automatic evaluation, Evaluation metrics, Human judgments, Information alignment, Natural language generation, Prediction modelling, Property, Reference data, Unified framework, Bacteriophages, Computation and Language (cs.CL), Machine Learning (cs.LG), Computer Sciences
File Description: text/html
Authors: Tan, Bowen, Yang, Zichao, Al-Shedivat, Maruan, Xing, Eric P., Hu, Zhiting
Superior Title: Machine Learning Faculty Publications
Subject Terms: Computation and Language (cs.CL), Machine Learning (cs.LG), Artificial Intelligence and Robotics, Computer Sciences