Responsible application of argmin The role of argmin in artificial intelligence ethics

Oct 28, 2021 ... Is there a way to perform an argmax on a subset of a vector determined by a bitarray. This bitarray tells whether the index should be considered or not. h = argmin h⇥H. ∑i. wiL(yi,h(xi)) h = argmin h⇥H. ∑i. L(yi,h(xi)) ft(x) = ft1 + αtht(x). Page 15. Boosting Demo. • Demo. – Matlab demo by Antonio Torralba. Synopsis ... argmax returns a new integer array m whose shape tuple is a .shape minus the indicated axis . Each element of m is the index of a maximal element of ... Aug 30, 2018 ... The idea is as follows: if we are standing at the point (x_,y_x_) and we change x_ to x_+dx_, then we should be able to "track" the ... Mar 25, 2025 ... All decisions are made under uncertainty. Almost no decisions are gambling. Feb 14, 2023 ... We propose to approximate a (possibly discontinuous) multivariate function f (x) on a compact set by the partial minimizer arg miny p(x, y) of an appropriate ... Iterable Collections · argmin(f, domain). Return a value x from domain for which f(x) is minimised. · argmin(itr). Return the index or key of the minimal element ... Sep 20, 2023 ... Adding Iterator::extrema, argmin, argmax ... I think it would be convenient to add some methods to the Iterator protocol for adding extrema (both ... Proxκ(x) := argmin y∈Rd κ(y) +. 1. 2 ky − xk2. 2. 9/11. Page 11. Proximal Gradient Methods. Proximal Gradient Method xs+1 = Proxηsg(xs − ηs∇f(xs)). Proximal ... xarray.DataArray.argmin# ... Index or indices of the minimum of the DataArray over one or more dimensions. If a sequence is passed to 'dim', then result returned ...