Lisa Amini

Orcid: 0000-0001-9097-0497

According to our database1, Lisa Amini authored at least 33 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
Empirical Evidence on Conversational Control of GUI in Semantic Automation.
Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

2023

2022
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning.
Trans. Mach. Learn. Res., 2022

Optimizer Amalgamation.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Semantic Feature Discovery with Code Mining and Semantic Type Detection.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
How Much Automation Does a Data Scientist Want?
CoRR, 2021

2020
Experiences and Insights for Collaborative Industry-Academic Research in Artificial Intelligence.
AI Mag., 2020

Training Stronger Baselines for Learning to Optimize.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

AutoAI: Automating the End-to-End AI Lifecycle with Humans-in-the-Loop.
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2018
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Zeroth-Order Stochastic Projected Gradient Descent for Nonconvex Optimization.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2011
Configuring Trees of Classifiers in Distributed Multimedia Stream Mining Systems.
IEEE Trans. Circuits Syst. Video Technol., 2011

2008
Resource Constrained Stream Mining With Classifier Tree Topologies.
IEEE Signal Process. Lett., 2008

Streamsight: a visualization tool for large-scale streaming applications.
Proceedings of the ACM 2008 Symposium on Software Visualization, 2008

Adaptative Signal Sampling and Sample Quantization for Resource-Constrained Stream Processing.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007
Configuring Competing Classifier Chains in Distributed Stream Mining Systems.
J. Sel. Topics Signal Processing, 2007

Configuring Networked Classifiers in Distributed and Resource Constrained Stream Processing Systems.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Design, implementation, and evaluation of the linear road bnchmark on the stream processing core.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Efficient Speaker Detection via Target Dependent Data Reduction.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Resource Management for Networked Classifiers in Distributed Stream Mining Systems.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Adaptive Control of Extreme-scale Stream Processing Systems.
Proceedings of the 26th IEEE International Conference on Distributed Computing Systems (ICDCS 2006), 2006

2005
Semantic Routing and Filtering for Large-Scale Video Streams Monitoring.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

2004
Issues with inferring Internet topological attributes.
Comput. Commun., 2004

Settlement and capacity planning in multi-service provider infrastructures.
Proceedings of the 23rd IEEE International Performance Computing and Communications Conference, 2004

Effective Peering for Multi-provider Content Delivery Services.
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004

Client Clustering for Traffic and Location Estimation.
Proceedings of the 24th International Conference on Distributed Computing Systems (ICDCS 2004), 2004

2003
Modeling redirection in geographically diverse server sets.
Proceedings of the Twelfth International World Wide Web Conference, 2003

ARMS: adaptive rich media secure streaming.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

2002
Joint server scheduling and proxy caching for video delivery.
Comput. Commun., 2002

On probe strategies for dynamic multimedia server selection.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

2000
A Live Intranet Distance Learning System using MPEG-4 over RTP/RTSP.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

1999
Distributed stream control for self-managing media processing graphs.
Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999


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