ENTITY
Farhad Pashakhanloo
Farhad Pashakhanloo
PulseAugur coverage of Farhad Pashakhanloo — every cluster mentioning Farhad Pashakhanloo across labs, papers, and developer communities, ranked by signal.
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SGD breaks scale symmetries in linear autoencoders, favoring large decoder weights
Researchers have identified a phenomenon in undercomplete linear autoencoders where finite-stepsize stochastic gradient descent (SGD) breaks scale symmetries. This process favors large decoder weights on the principal c…
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Research paper warns of stimulus symmetries confounding neural code analysis
A new research paper highlights how symmetries in network inputs can mislead representational similarity analyses (RSMs). These symmetries can make different network configurations appear functionally equivalent, yet pr…