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2020 – today
- 2024
[c25]Daniel Karl I. Weidele
, Mauro Martino, Abel N. Valente, Gaetano Rossiello, Hendrik Strobelt, Loraine Franke, Kathryn Alvero, Shayenna Misko, Robin Auer, Sugato Bagchi, Nandana Mihindukulasooriya, Md. Faisal Mahbub Chowdhury, Gregory Bramble, Horst Samulowitz, Alfio Gliozzo, Lisa Amini:
Empirical Evidence on Conversational Control of GUI in Semantic Automation. IUI 2024: 869-885- 2023
- [c24]Daniel Karl I. Weidele, Gaetano Rossiello, Gregory Bramble, Abel N. Valente, Sugato Bagchi, Md. Faisal Mahbub Chowdhury, Mauro Martino, Nandana Mihindukulasooriya, Haritha Ananthakrishnan, Hendrik Strobelt, Hima Patel, Alfio Massimiliano Gliozzo, Owen Cornec, Ankush Gupta, Sameep Mehta, Manish Kesarwani, Horst Samulowitz, Oktie Hassanzadeh, Arvind Agarwal, Lisa Amini:
Conversational GUI for Semantic Automation Layer. ISWC (Posters/Demos/Industry) 2023 - 2022
- [j7]Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang:
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning. Trans. Mach. Learn. Res. 2022 (2022) - [c23]Kavitha Srinivas, Takaaki Tateishi, Daniel Karl I. Weidele, Udayan Khurana, Horst Samulowitz, Toshihiro Takahashi, Dakuo Wang, Lisa Amini:
Semantic Feature Discovery with Code Mining and Semantic Type Detection. AAAI 2022: 13224-13226 - [c22]Tianshu Huang, Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang:
Optimizer Amalgamation. ICLR 2022 - [i6]Tianshu Huang, Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang:
Optimizer Amalgamation. CoRR abs/2203.06474 (2022) - [i5]Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang:
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning. CoRR abs/2206.07842 (2022) - 2021
- [i4]Dakuo Wang, Q. Vera Liao, Yunfeng Zhang, Udayan Khurana, Horst Samulowitz, Soya Park, Michael J. Muller, Lisa Amini:
How Much Automation Does a Data Scientist Want? CoRR abs/2101.03970 (2021) - 2020
- [j6]Lisa Amini, Ching-Hua Chen, David D. Cox, Aude Oliva, Antonio Torralba:
Experiences and Insights for Collaborative Industry-Academic Research in Artificial Intelligence. AI Mag. 41(1): 70-81 (2020) - [c21]Tianlong Chen, Sijia Liu, Shiyu Chang, Yu Cheng, Lisa Amini, Zhangyang Wang:
Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning. CVPR 2020: 696-705 - [c20]Dakuo Wang, Parikshit Ram, Daniel Karl I. Weidele, Sijia Liu, Michael J. Muller, Justin D. Weisz, Abel N. Valente, Arunima Chaudhary, Dustin Ramsey Torres, Horst Samulowitz, Lisa Amini:
AutoAI: Automating the End-to-End AI Lifecycle with Humans-in-the-Loop. IUI Companion 2020: 77-78 - [c19]Tianlong Chen, Weiyi Zhang, Jingyang Zhou, Shiyu Chang, Sijia Liu, Lisa Amini, Zhangyang Wang:
Training Stronger Baselines for Learning to Optimize. NeurIPS 2020 - [i3]Tianlong Chen, Sijia Liu, Shiyu Chang, Yu Cheng, Lisa Amini, Zhangyang Wang:
Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning. CoRR abs/2003.12862 (2020) - [i2]Tianlong Chen, Weiyi Zhang, Jingyang Zhou, Shiyu Chang, Sijia Liu, Lisa Amini, Zhangyang Wang:
Training Stronger Baselines for Learning to Optimize. CoRR abs/2010.09089 (2020)
2010 – 2019
- 2018
- [c18]Sijia Liu, Xingguo Li, Pin-Yu Chen, Jarvis D. Haupt, Lisa Amini:
Zeroth-Order Stochastic Projected Gradient Descent for Nonconvex Optimization. GlobalSIP 2018: 1179-1183 - [c17]Sijia Liu, Bhavya Kailkhura, Pin-Yu Chen, Pai-Shun Ting, Shiyu Chang, Lisa Amini:
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization. NeurIPS 2018: 3731-3741 - [i1]Sijia Liu, Bhavya Kailkhura, Pin-Yu Chen, Pai-Shun Ting, Shiyu Chang, Lisa Amini:
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization. CoRR abs/1805.10367 (2018) - 2011
- [j5]Brian Foo, Deepak S. Turaga, Olivier Verscheure, Mihaela van der Schaar, Lisa Amini:
Configuring Trees of Classifiers in Distributed Multimedia Stream Mining Systems. IEEE Trans. Circuits Syst. Video Technol. 21(3): 245-258 (2011)
2000 – 2009
- 2008
- [j4]Brian Foo, Deepak S. Turaga, Olivier Verscheure, Mihaela van der Schaar, Lisa Amini:
Resource Constrained Stream Mining With Classifier Tree Topologies. IEEE Signal Process. Lett. 15: 761-764 (2008) - [c16]Deepak S. Turaga, Olivier Verscheure, Daby M. Sow, Lisa Amini:
Adaptative Signal Sampling and Sample Quantization for Resource-Constrained Stream Processing. BIOSIGNALS (2) 2008: 96-103 - [c15]Wim De Pauw, Henrique Andrade, Lisa Amini:
Streamsight: a visualization tool for large-scale streaming applications. SOFTVIS 2008: 125-134 - 2007
- [j3]Fangwen Fu, Deepak S. Turaga, Olivier Verscheure, Mihaela van der Schaar, Lisa Amini:
Configuring Competing Classifier Chains in Distributed Stream Mining Systems. J. Sel. Topics Signal Processing 1(4): 548-563 (2007) - [c14]Fangwen Fu, Deepak S. Turaga, Olivier Verscheure, Mihaela van der Schaar, Lisa Amini:
Configuring Networked Classifiers in Distributed and Resource Constrained Stream Processing Systems. ICASSP (3) 2007: 1085-1088 - 2006
- [c13]Lisa Amini, Navendu Jain, Anshul Sehgal, Jeremy Silber, Olivier Verscheure:
Adaptive Control of Extreme-scale Stream Processing Systems. ICDCS 2006: 71 - [c12]Deepak S. Turaga, Olivier Verscheure, Upendra V. Chaudhari, Lisa Amini:
Resource Management for Networked Classifiers in Distributed Stream Mining Systems. ICDM 2006: 1102-1107 - [c11]Upendra V. Chaudhari, Olivier Verscheure, Juan M. Huerta, Xiang Li, Ganesh N. Ramaswamy, Lisa Amini:
Efficient Speaker Detection via Target Dependent Data Reduction. ICME 2006: 977-980 - [c10]Navendu Jain, Lisa Amini, Henrique Andrade, Richard King, Yoonho Park, Philippe Selo, Chitra Venkatramani:
Design, implementation, and evaluation of the linear road bnchmark on the stream processing core. SIGMOD Conference 2006: 431-442 - 2005
- [c9]Ching-Yung Lin, Olivier Verscheure, Lisa Amini:
Semantic Routing and Filtering for Large-Scale Video Streams Monitoring. ICME 2005: 1408-1411 - 2004
- [j2]Lisa Amini, Anees Shaikh, Henning Schulzrinne:
Issues with inferring Internet topological attributes. Comput. Commun. 27(6): 557-567 (2004) - [c8]Lisa Amini, Henning Schulzrinne:
Client Clustering for Traffic and Location Estimation. ICDCS 2004: 730-737 - [c7]Lisa Amini, Anees Shaikh, Henning Schulzrinne:
Effective Peering for Multi-provider Content Delivery Services. INFOCOM 2004: 850-861 - [c6]Lisa Amini, Giuseppe A. Paleologo, Olivier Verscheure:
Settlement and capacity planning in multi-service provider infrastructures. IPCCC 2004: 39-48 - 2003
- [c5]Lisa Amini, Raymond Rose, Chitra Venkatramani, Olivier Verscheure, Peter H. Westerink, Pascal Frossard:
ARMS: adaptive rich media secure streaming. ACM Multimedia 2003: 86-87 - [c4]Lisa Amini, Anees Shaikh, Henning Schulzrinne:
Modeling redirection in geographically diverse server sets. WWW 2003: 472-481 - 2002
- [j1]Olivier Verscheure, Chitra Venkatramani, Pascal Frossard, Lisa Amini:
Joint server scheduling and proxy caching for video delivery. Comput. Commun. 25(4): 413-423 (2002) - [c3]Lisa Amini, Henning Schulzrinne:
On probe strategies for dynamic multimedia server selection. ICME (1) 2002: 393-396 - 2000
- [c2]Peter H. Westerink, Lisa Amini, Sundar Veliah, Will Belknap:
A Live Intranet Distance Learning System using MPEG-4 over RTP/RTSP. IEEE International Conference on Multimedia and Expo (II) 2000: 601-604
1990 – 1999
- 1999
- [c1]Lisa Amini, Jorge Lepre, Martin G. Kienzle:
Distributed stream control for self-managing media processing graphs. ACM Multimedia (2) 1999: 99-102
Coauthor Index
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