Lisa Amini

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 17

Top Topics

Labeled Training Data

Query Optimizer

Incremental Learning

Top Venues

Publications

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)
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)
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)
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)
Tianshu Huang, Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang
Optimizer Amalgamation. ICLR (2022)
Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning. CoRR (2022)
Tianshu Huang, Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang
Optimizer Amalgamation. CoRR (2022)
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 (2021)
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) (2020)
Tianlong Chen, Weiyi Zhang, Jingyang Zhou, Shiyu Chang, Sijia Liu, Lisa Amini, Zhangyang Wang
Training Stronger Baselines for Learning to Optimize. NeurIPS (2020)
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)
Tianlong Chen, Sijia Liu, Shiyu Chang, Yu Cheng, Lisa Amini, Zhangyang Wang
Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning. CoRR (2020)
Tianlong Chen, Weiyi Zhang, Jingyang Zhou, Shiyu Chang, Sijia Liu, Lisa Amini, Zhangyang Wang
Training Stronger Baselines for Learning to Optimize. CoRR (2020)
Tianlong Chen, Sijia Liu, Shiyu Chang, Yu Cheng, Lisa Amini, Zhangyang Wang
Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning. CVPR (2020)
Sijia Liu, Xingguo Li, Pin-Yu Chen, Jarvis D. Haupt, Lisa Amini
Zeroth-Order Stochastic Projected Gradient Descent for Nonconvex Optimization. GlobalSIP (2018)
Sijia Liu, Bhavya Kailkhura, Pin-Yu Chen, Pai-Shun Ting, Shiyu Chang, Lisa Amini
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization. CoRR (2018)
Sijia Liu, Bhavya Kailkhura, Pin-Yu Chen, Pai-Shun Ting, Shiyu Chang, Lisa Amini
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization. NeurIPS (2018)
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) (2011)
Deepak S. Turaga, Olivier Verscheure, Daby M. Sow, Lisa Amini
Adaptative Signal Sampling and Sample Quantization for Resource-Constrained Stream Processing. BIOSIGNALS (2) (2008)
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 (2008)
Wim De Pauw, Henrique Andrade, Lisa Amini
Streamsight: a visualization tool for large-scale streaming applications. SOFTVIS (2008)
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)
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) (2007)
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)
Lisa Amini, Navendu Jain, Anshul Sehgal, Jeremy Silber, Olivier Verscheure
Adaptive Control of Extreme-scale Stream Processing Systems. ICDCS (2006)
Deepak S. Turaga, Olivier Verscheure, Upendra V. Chaudhari, Lisa Amini
Resource Management for Networked Classifiers in Distributed Stream Mining Systems. ICDM (2006)
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)
Ching-Yung Lin, Olivier Verscheure, Lisa Amini
Semantic Routing and Filtering for Large-Scale Video Streams Monitoring. ICME (2005)
Lisa Amini, Anees Shaikh, Henning Schulzrinne
Effective Peering for Multi-provider Content Delivery Services. INFOCOM (2004)
Lisa Amini, Giuseppe A. Paleologo, Olivier Verscheure
Settlement and capacity planning in multi-service provider infrastructures. IPCCC (2004)
Lisa Amini, Henning Schulzrinne
Client Clustering for Traffic and Location Estimation. ICDCS (2004)
Lisa Amini, Anees Shaikh, Henning Schulzrinne
Issues with inferring Internet topological attributes. Comput. Commun. 27 (6) (2004)
Lisa Amini, Raymond Rose, Chitra Venkatramani, Olivier Verscheure, Peter H. Westerink, Pascal Frossard
ARMS: adaptive rich media secure streaming. ACM Multimedia (2003)
Lisa Amini, Anees Shaikh, Henning Schulzrinne
Modeling redirection in geographically diverse server sets. WWW (2003)
Olivier Verscheure, Chitra Venkatramani, Pascal Frossard, Lisa Amini
Joint server scheduling and proxy caching for video delivery. Comput. Commun. 25 (4) (2002)
Lisa Amini, Henning Schulzrinne
On probe strategies for dynamic multimedia server selection. ICME (1) (2002)
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)
Lisa Amini, Jorge Lepre, Martin G. Kienzle
Distributed stream control for self-managing media processing graphs. ACM Multimedia (2) (1999)