Authors: Zhang, Yi-Fan, Zhang, Hanlin, Lipton, Zachary, Li, Li Erran, Xing, Eric P.
Superior Title: Machine Learning Faculty Publications
Authors: Xiang, Jiannan, Liu, Zhengzhong, Zhou, Yucheng, Xing, Eric P., Hu, Zhiting
Superior Title: Machine Learning Faculty Publications
Subject Terms: Data handling, Input output programs, Zero-shot learning, Artificial Intelligence and Robotics, Computer Sciences
File Description: application/pdf
Relation: https://dclibrary.mbzuai.ac.ae/mlfp/370; https://aclanthology.org/2022.findings-emnlp.136.pdf
Authors: Wang, Haohan, Huang, Zeyi, Zhang, Hanlin, Lee, Yong Jae, Xing, Eric P.
Superior Title: Machine Learning Faculty Publications
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: Wang, Haohan, Huang, Zeyi, Wu, Xindi, Xing, Eric P.
Superior Title: Machine Learning Faculty Publications
Subject Terms: data augmentation, machine learning, robustness, trustworthy, Testing, Artificial Intelligence and Robotics, Computer Sciences
Relation: https://dclibrary.mbzuai.ac.ae/mlfp/233; https://go.openathens.net/redirector/mbzuai.ac.ae?url=https%3A%2F%2Fdl.acm.org%2Fdoi%2F10.1145%2F3534678.3539438
Availability: https://dclibrary.mbzuai.ac.ae/mlfp/233
Authors: Zhang, Gongjie, Luo, Zhipeng, Cui, Kaiwen, Lu, Shijian, Xing, Eric P.
Superior Title: Machine Learning Faculty Publications
Subject Terms: Class Correlation, Few-Shot Learning, Few-Shot Object Detection, Meta-Learning, Object Detection, Artificial Intelligence and Robotics, Computer Sciences
File Description: application/pdf
Relation: https://dclibrary.mbzuai.ac.ae/mlfp/232; https://dclibrary.mbzuai.ac.ae/cgi/viewcontent.cgi?article=1231&context=mlfp
Superior Title: Machine Learning Faculty Publications
Subject Terms: Quantum computers, Achilles' heel, Binary pattern classification, Binary patterns, Deep learning, Patterns classification, Quantum machine learning, Quantum neural networks, Representation learning, Simple++, Symmetry, Artificial Intelligence and Robotics, Computer Sciences
File Description: application/pdf
Relation: https://dclibrary.mbzuai.ac.ae/mlfp/118; https://dclibrary.mbzuai.ac.ae/cgi/viewcontent.cgi?article=1117&context=mlfp
Authors: Zhang, Yi-Fan, Zhang, Hanlin, Lipton, Zachary, Li, Li Erran, Xing, Eric P.
Superior Title: Machine Learning Faculty Publications
Authors: Qiao, Aurick, Choe, Sang Keun, Subramanya, Suhas Jayaram, Neiswanger, Willie, Ho, Qirong, Zhang, Hao, Ganger, Gregory R., Xing, Eric P.
Superior Title: Machine Learning Faculty Publications
Subject Terms: Adaptive clusters, Cloud environments, Dependent factors, Open source projects, Scheduling performance, Statistical efficiency, System throughput, Trace driven simulation, Computer Sciences, manag, stat
Relation: https://www.usenix.org/system/files/osdi21-qiao.pdf; https://dclibrary.mbzuai.ac.ae/mlfp/39
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
Authors: Xiao, Yuxin, Xing, Eric P., Neiswanger, Willie
Superior Title: Machine Learning Faculty Publications
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
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
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
Authors: Qin, Zhaoming, Dong, Nanqing, Xing, Eric P., Cao, Junwei
Superior Title: Machine Learning Faculty Publications
Authors: Qiao, Aurick, Choe, Sang Keun, Subramanya, Suhas Jayaram, Neiswanger, Willie, Ho, Qirong, Zhang, Hao, Ganger, Gregory R., Xing, Eric P.
Superior Title: Machine Learning Faculty Publications
Subject Terms: Adaptive clusters, Cloud environments, Dependent factors, Open source projects, Scheduling performance, Statistical efficiency, System throughput, Trace driven simulation, Computer Sciences
Relation: https://dclibrary.mbzuai.ac.ae/mlfp/39; https://www.usenix.org/system/files/osdi21-qiao.pdf
Authors: Chen, Jiaqi, Tang, Jianheng, Qin, Jinghui, Liang, Xiaodan, Liu, Lingbo, Xing, Eric P., Lin, Liang
Superior Title: Machine Learning Faculty Publications