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04/05/2023
Hyper-parameter Tuning for Adversarially Robust Models
This work focuses on the problem of hyper-parameter tuning (HPT) for rob...
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03/13/2022
BioSimulators: a central registry of simulation engines and services for recommending specific tools
Computational models have great potential to accelerate bioscience, bioe...
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02/24/2022
An NLP Solution to Foster the Use of Information in Electronic Health Records for Efficiency in Decision-Making in Hospital Care
The project aimed to define the rules and develop a technological soluti...
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08/05/2021
HyperJump: Accelerating HyperBand via Risk Modelling
In the literature on hyper-parameter tuning, a number of recent solution...
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11/09/2020
TrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling
This work introduces TrimTuner, the first system for optimizing machine ...
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06/02/2015
Facial Expressions Tracking and Recognition: Database Protocols for Systems Validation and Evaluation
Each human face is unique. It has its own shape, topology, and distingui...
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01/25/2013