Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning
Chen, Tianlong, Liu, Sijia, Chang, Shiyu, Cheng, Yu, Amini, Lisa, Wang, Zhangyang
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Get full text
Conference Proceeding
Experiences and Insights for Collaborative Industry–Academic Research in Artificial Intelligence
Amini, Lisa, Chen, Ching‐Hua, Cox, David, Oliva, Aude, Torralba, Antonio
Published in The AI magazine (22.03.2020)
Published in The AI magazine (22.03.2020)
Get full text
Journal Article
Adaptive Control of Extreme-scale Stream Processing Systems
Amini, L., Jain, N., Sehgal, A., Silber, J., Verscheure, O.
Published in 26th IEEE International Conference on Distributed Computing Systems (ICDCS'06) (2006)
Published in 26th IEEE International Conference on Distributed Computing Systems (ICDCS'06) (2006)
Get full text
Conference Proceeding
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning
Chen, Tianlong, Liu, Sijia, Chang, Shiyu, Amini, Lisa, Wang, Zhangyang
Year of Publication 15.06.2022
Year of Publication 15.06.2022
Get full text
Journal Article
Joint server scheduling and proxy caching for video delivery
Verscheure, Olivier, Venkatramani, Chitra, Frossard, Pascal, Amini, Lisa
Published in Computer communications (01.03.2002)
Published in Computer communications (01.03.2002)
Get full text
Journal Article
ZEROTH-ORDER STOCHASTIC PROJECTED GRADIENT DESCENT FOR NONCONVEX OPTIMIZATION
Liu, Sijia, Li, Xingguo, Chen, Pin-Yu, Haupt, Jarvis, Amini, Lisa
Published in 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP) (01.11.2018)
Published in 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP) (01.11.2018)
Get full text
Conference Proceeding
Optimizer Amalgamation
Huang, Tianshu, Chen, Tianlong, Liu, Sijia, Chang, Shiyu, Amini, Lisa, Wang, Zhangyang
Year of Publication 12.03.2022
Year of Publication 12.03.2022
Get full text
Journal Article
Configuring Competing Classifier Chains in Distributed Stream Mining Systems
Fu Fangwen, Turaga, D.S., Verscheure, O., van der Schaar, M., Amini, L.
Published in IEEE journal of selected topics in signal processing (01.12.2007)
Published in IEEE journal of selected topics in signal processing (01.12.2007)
Get full text
Journal Article
Challenges and results in city-scale sensing
Amini, L., Bouillet, E., Calabrese, F., Gasparini, L., Verscheure, O.
Published in 2011 IEEE SENSORS Proceedings (01.10.2011)
Published in 2011 IEEE SENSORS Proceedings (01.10.2011)
Get full text
Conference Proceeding
Training Stronger Baselines for Learning to Optimize
Chen, Tianlong, Zhang, Weiyi, Zhou, Jingyang, Chang, Shiyu, Liu, Sijia, Amini, Lisa, Wang, Zhangyang
Year of Publication 18.10.2020
Year of Publication 18.10.2020
Get full text
Journal Article
Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning
Chen, Tianlong, Liu, Sijia, Chang, Shiyu, Cheng, Yu, Amini, Lisa, Wang, Zhangyang
Year of Publication 28.03.2020
Year of Publication 28.03.2020
Get full text
Journal Article
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning
Chen, Tianlong, Liu, Sijia, Chang, Shiyu, Amini, Lisa, Wang, Zhangyang
Published in arXiv.org (17.06.2022)
Get full text
Published in arXiv.org (17.06.2022)
Paper
How Much Automation Does a Data Scientist Want?
Wang, Dakuo, Liao, Q. Vera, Zhang, Yunfeng, Khurana, Udayan, Samulowitz, Horst, Park, Soya, Muller, Michael, Amini, Lisa
Year of Publication 06.01.2021
Year of Publication 06.01.2021
Get full text
Journal Article
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization
Liu, Sijia, Kailkhura, Bhavya, Chen, Pin-Yu, Ting, Paishun, Chang, Shiyu, Amini, Lisa
Year of Publication 25.05.2018
Year of Publication 25.05.2018
Get full text
Journal Article
Optimizer Amalgamation
Huang, Tianshu, Chen, Tianlong, Liu, Sijia, Chang, Shiyu, Amini, Lisa, Wang, Zhangyang
Published in arXiv.org (15.03.2022)
Get full text
Published in arXiv.org (15.03.2022)
Paper