Lisa Amini

40 papers A* 10A 6C 1Journal 15Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Can AI autonomously build, operate, and use the entire data stack?
CoRR
Arvind Agarwal, Lisa Amini, Sameep Mehta, Horst Samulowitz, Kavitha Srinivas
2025 J jnl
Empowering the Future Workforce: Prioritizing Education for the AI-Accelerated Job Market.
CoRR
Lisa Amini, Henry F. Korth, Nita Patel, Evan Peck, Ben Zorn
2024 A conf
Empirical Evidence on Conversational Control of GUI in Semantic Automation.
IUI
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
2023 — conf
Conversational GUI for Semantic Automation Layer.
ISWC (Posters/Demos/Industry)
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
2022 A* conf
Optimizer Amalgamation.
ICLR
Tianshu Huang, Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang
2022 J jnl
Optimizer Amalgamation.
CoRR
Tianshu Huang, Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang
2022 J jnl
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning.
CoRR
Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang
2022 J jnl
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning.
Trans. Mach. Learn. Res.
Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang
2022 A* conf
Semantic Feature Discovery with Code Mining and Semantic Type Detection.
AAAI
Kavitha Srinivas, Takaaki Tateishi, Daniel Karl I. Weidele, Udayan Khurana, Horst Samulowitz, Toshihiro Takahashi, Dakuo Wang, Lisa Amini
2021 J jnl
How Much Automation Does a Data Scientist Want?
CoRR
Dakuo Wang, Q. Vera Liao, Yunfeng Zhang, Udayan Khurana, Horst Samulowitz, Soya Park, Michael J. Muller, Lisa Amini
2020 A* conf
Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning.
CVPR
Tianlong Chen, Sijia Liu, Shiyu Chang, Yu Cheng, Lisa Amini, Zhangyang Wang
2020 J jnl
Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning.
CoRR
Tianlong Chen, Sijia Liu, Shiyu Chang, Yu Cheng, Lisa Amini, Zhangyang Wang
2020 — conf
AutoAI: Automating the End-to-End AI Lifecycle with Humans-in-the-Loop.
IUI Companion
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
2020 J jnl
Experiences and Insights for Collaborative Industry-Academic Research in Artificial Intelligence.
AI Mag.
Lisa Amini, Ching-Hua Chen, David D. Cox, Aude Oliva, Antonio Torralba
2020 A* conf
Training Stronger Baselines for Learning to Optimize.
NeurIPS
Tianlong Chen, Weiyi Zhang, Jingyang Zhou, Shiyu Chang, Sijia Liu, Lisa Amini, Zhangyang Wang
2020 J jnl
Training Stronger Baselines for Learning to Optimize.
CoRR
Tianlong Chen, Weiyi Zhang, Jingyang Zhou, Shiyu Chang, Sijia Liu, Lisa Amini, Zhangyang Wang
2018 — conf
Zeroth-Order Stochastic Projected Gradient Descent for Nonconvex Optimization.
GlobalSIP
Sijia Liu, Xingguo Li, Pin-Yu Chen, Jarvis D. Haupt, Lisa Amini
2018 A* conf
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization.
NeurIPS
Sijia Liu, Bhavya Kailkhura, Pin-Yu Chen, Pai-Shun Ting, Shiyu Chang, Lisa Amini
2018 J jnl
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization.
CoRR
Sijia Liu, Bhavya Kailkhura, Pin-Yu Chen, Pai-Shun Ting, Shiyu Chang, Lisa Amini
2011 J jnl
Configuring Trees of Classifiers in Distributed Multimedia Stream Mining Systems.
IEEE Trans. Circuits Syst. Video Technol.
Brian Foo, Deepak S. Turaga, Olivier Verscheure, Mihaela van der Schaar, Lisa Amini
2008 — conf
Adaptative Signal Sampling and Sample Quantization for Resource-Constrained Stream Processing.
BIOSIGNALS (2)
Deepak S. Turaga, Olivier Verscheure, Daby M. Sow, Lisa Amini
2008 J jnl
Resource Constrained Stream Mining With Classifier Tree Topologies.
IEEE Signal Process. Lett.
Brian Foo, Deepak S. Turaga, Olivier Verscheure, Mihaela van der Schaar, Lisa Amini
2008 — conf
Streamsight: a visualization tool for large-scale streaming applications.
SOFTVIS
Wim De Pauw, Henrique Andrade, Lisa Amini
2007 J jnl
Configuring Competing Classifier Chains in Distributed Stream Mining Systems.
J. Sel. Topics Signal Processing
Fangwen Fu, Deepak S. Turaga, Olivier Verscheure, Mihaela van der Schaar, Lisa Amini
2007 — conf
Configuring Networked Classifiers in Distributed and Resource Constrained Stream Processing Systems.
ICASSP (3)
Fangwen Fu, Deepak S. Turaga, Olivier Verscheure, Mihaela van der Schaar, Lisa Amini
2006 A conf
Adaptive Control of Extreme-scale Stream Processing Systems.
ICDCS
Lisa Amini, Navendu Jain, Anshul Sehgal, Jeremy Silber, Olivier Verscheure
2006 — conf
Design, implementation, and evaluation of the linear road bnchmark on the stream processing core.
SIGMOD Conference
Navendu Jain, Lisa Amini, Henrique Andrade, Richard King, Yoonho Park, Philippe Selo, Chitra Venkatramani
2006 A conf
Efficient Speaker Detection via Target Dependent Data Reduction.
ICME
Upendra V. Chaudhari, Olivier Verscheure, Juan M. Huerta, Xiang Li, Ganesh N. Ramaswamy, Lisa Amini
2006 A* conf
Resource Management for Networked Classifiers in Distributed Stream Mining Systems.
ICDM
Deepak S. Turaga, Olivier Verscheure, Upendra V. Chaudhari, Lisa Amini
2005 A conf
Semantic Routing and Filtering for Large-Scale Video Streams Monitoring.
ICME
Ching-Yung Lin, Olivier Verscheure, Lisa Amini
2004 A conf
Client Clustering for Traffic and Location Estimation.
ICDCS
Lisa Amini, Henning Schulzrinne
2004 A* conf
Effective Peering for Multi-provider Content Delivery Services.
INFOCOM
Lisa Amini, Anees Shaikh, Henning Schulzrinne
2004 J jnl
Issues with inferring Internet topological attributes.
Comput. Commun.
Lisa Amini, Anees Shaikh, Henning Schulzrinne
2004 C conf
Settlement and capacity planning in multi-service provider infrastructures.
IPCCC
Lisa Amini, Giuseppe A. Paleologo, Olivier Verscheure
2003 A* conf
ARMS: adaptive rich media secure streaming.
ACM Multimedia
Lisa Amini, Raymond Rose, Chitra Venkatramani, Olivier Verscheure, Peter H. Westerink, Pascal Frossard
2003 A* conf
Modeling redirection in geographically diverse server sets.
WWW
Lisa Amini, Anees Shaikh, Henning Schulzrinne
2002 J jnl
Joint server scheduling and proxy caching for video delivery.
Comput. Commun.
Olivier Verscheure, Chitra Venkatramani, Pascal Frossard, Lisa Amini
2002 — conf
On probe strategies for dynamic multimedia server selection.
ICME (1)
Lisa Amini, Henning Schulzrinne
2000 A conf
A Live Intranet Distance Learning System using MPEG-4 over RTP/RTSP.
IEEE International Conference on Multimedia and Expo (II)
Peter H. Westerink, Lisa Amini, Sundar Veliah, Will Belknap
1999 A* conf
Distributed stream control for self-managing media processing graphs.
ACM Multimedia (2)
Lisa Amini, Jorge Lepre, Martin G. Kienzle