Williams
A computer scientist who co-authored the 1986 Nature paper "Learning representations by back-propagating errors" with Rumelhart and Hinton.
Timeline (last 90 days)
Partial Information Decomposition (PID) was proposed by Williams and Beer in 2010.
The DCI framework was proposed by Eastwood and Williams in 2018 and encompasses three dimensions: disentanglement, completeness, and informativeness.
Teacher Forcing was proposed by Williams and Zipser in 1989; when training the decoder, the corresponding token from the true target sequence is used as input at each step rather than the model's own prediction.
The Roofline model was proposed by Williams et al. in 2009 and is a foundational tool in the field of performance analysis.
The Dark Triad concept was introduced by psychologists Paulhus and Williams in 2002.
The work of Williams and Young in 2007 established the theoretical foundation for POMDP-based dialogue management, demonstrating its superiority over rule-based or deterministic state-tracking systems in modeling uncertainty.
All Facts (6)
Partial Information Decomposition (PID) was proposed by Williams and Beer in 2010.
50%UnverifiedThe DCI framework was proposed by Eastwood and Williams in 2018 and encompasses three dimensions: disentanglement, completeness, and informativeness.
50%UnverifiedTeacher Forcing was proposed by Williams and Zipser in 1989; when training the decoder, the corresponding token from the true target sequence is used as input at each step rather than the model's own prediction.
50%UnverifiedThe Roofline model was proposed by Williams et al. in 2009 and is a foundational tool in the field of performance analysis.
50%UnverifiedThe Dark Triad concept was introduced by psychologists Paulhus and Williams in 2002.
50%UnverifiedThe work of Williams and Young in 2007 established the theoretical foundation for POMDP-based dialogue management, demonstrating its superiority over rule-based or deterministic state-tracking systems in modeling uncertainty.
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