geephroh + ml   27

ALGORITHMIC IMPACT ASSESSMENTS: A PRACTICAL FRAMEWORK FOR PUBLIC AGENCY ACCOUNTABILITY, Dillon Reisman, Jason Schultz, Kate Crawford, Meredith Whittaker, APRIL 2018
"The Algorithmic Impact Assessment (AIA) framework proposed in this report is designed to support affected communities and stakeholders as they seek to assess the claims made about these systems, and to determine where – or if – their use is acceptable. "
ai  algorithms  ethics  governance  government  accountability  ml  machinelearning  automateddecisionsystems  bias 
july 2018 by geephroh
Sequence Modeling with CTC
Explanation of Connectionist Temporal Classification (CTC) strategy in sequence -related ml problems (i.e., asr, handwriting recognition) where there are input-output alignment issues
neuralnetworks  ml  machinelearning  asr  ocr  ai  nlp 
january 2018 by geephroh

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