research
∙
09/12/2021
Compute and Energy Consumption Trends in Deep Learning Inference
The progress of some AI paradigms such as deep learning is said to be li...
share
research
∙
05/29/2019
Fairness and Missing Values
The causes underlying unfair decision making are complex, being internal...
research
∙
11/20/2018
Analysing Results from AI Benchmarks: Key Indicators and How to Obtain Them
Item response theory (IRT) can be applied to the analysis of the evaluat...
research
∙
09/26/2018
General-purpose Declarative Inductive Programming with Domain-Specific Background Knowledge for Data Wrangling Automation
Given one or two examples, humans are good at understanding how to solve...
research
∙
07/06/2018
A multidisciplinary task-based perspective for evaluating the impact of AI autonomy and generality on the future of work
This paper presents a multidisciplinary task approach for assessing the ...
research
∙
06/02/2018
Accounting for the Neglected Dimensions of AI Progress
We analyze and reframe AI progress. In addition to the prevailing metric...
research
∙
09/19/2017
CASP-DM: Context Aware Standard Process for Data Mining
We propose an extension of the Cross Industry Standard Process for Data ...
research
∙
02/19/2015
