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cs.OH2014
On The Dynamical Nature Of Computation
Nabarun Mondal, Partha P. Ghosh
Dynamical Systems theory generally deals with fixed point iterations of continuous functions. Computation by Turing machine although is a fixed point iteration but is not continuou…
cs.LG2014
'Almost Sure' Chaotic Properties of Machine Learning Methods
Nabarun Mondal, Partha P. Ghosh
It has been demonstrated earlier that universal computation is 'almost surely' chaotic. Machine learning is a form of computational fixed point iteration, iterating over the comput…