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1,children:(0,n.jsxs)(e.span,{style:{top:"-2.55em",marginLeft:"0em",marginRight:"0.05em"},children:[(0,n.jsx)(e.span,{className:"pstrut",style:{height:"2.7em"}}),(0,n.jsx)(e.span,{className:"sizing reset-size6 size3 mtight",children:(0,n.jsx)(e.span,{className:"mord mathnormal mtight",style:{marginRight:"0.0278em"},children:"r"})})]})}),(0,n.jsx)(e.span,{className:"vlist-s",children:"\u200B"})]}),(0,n.jsx)(e.span,{className:"vlist-r",children:(0,n.jsx)(e.span,{className:"vlist",style:{height:"0.15em"},children:(0,n.jsx)(e.span,{})})})]})})]})]})})]})," \u3068 generated distribution ",(0,n.jsxs)(e.span,{className:"katex",children:[(0,n.jsx)(e.span,{className:"katex-mathml",children:(0,n.jsx)(e.math,{xmlns:"http://www.w3.org/1998/Math/MathML",children:(0,n.jsxs)(e.semantics,{children:[(0,n.jsx)(e.mrow,{children:(0,n.jsxs)(e.msub,{children:[(0,n.jsx)(e.mi,{children:"p"}),(0,n.jsx)(e.mi,{children:"g"})]})}),(0,n.jsx)(e.annotation,{encoding:"application/x-tex",children:"p_g"})]})})}),(0,n.jsx)(e.span,{className:"katex-html","aria-hidden":"true",children:(0,n.jsxs)(e.span,{className:"base",children:[(0,n.jsx)(e.span,{className:"strut",style:{height:"0.7167em",verticalAlign:"-0.2861em"}}),(0,n.jsxs)(e.span,{className:"mord",children:[(0,n.jsx)(e.span,{className:"mord mathnormal",children:"p"}),(0,n.jsx)(e.span,{className:"msupsub",children:(0,n.jsxs)(e.span,{className:"vlist-t vlist-t2",children:[(0,n.jsxs)(e.span,{className:"vlist-r",children:[(0,n.jsx)(e.span,{className:"vlist",style:{height:"0.1514em"},children:(0,n.jsxs)(e.span,{style:{top:"-2.55em",marginLeft:"0em",marginRight:"0.05em"},children:[(0,n.jsx)(e.span,{className:"pstrut",style:{height:"2.7em"}}),(0,n.jsx)(e.span,{className:"sizing reset-size6 size3 mtight",children:(0,n.jsx)(e.span,{className:"mord mathnormal mtight",style:{marginRight:"0.0359em"},children:"g"})})]})}),(0,n.jsx)(e.span,{className:"vlist-s",children:"\u200B"})]}),(0,n.jsx)(e.span,{className:"vlist-r",children:(0,n.jsx)(e.span,{className:"vlist",style:{height:"0.2861em"},children:(0,n.jsx)(e.span,{})})})]})})]})]})})]})," \u306E support \u304C\u3001\u9AD8\u6B21\u5143\u7A7A\u9593\u306E\u4E2D\u3067\u91CD\u306A\u308A\u306B\u304F\u3044\u3053\u3068\u304C\u3042\u308A\u307E\u3059\u3002\u3053\u306E\u72B6\u6CC1\u3067\u306F\u3001JS Divergence \u306B\u57FA\u3065\u304F training signal \u304C\u4E0D\u5B89\u5B9A\u306B\u306A\u308A\u3084\u3059\u304F\u306A\u308A\u307E\u3059\u3002"]}),"\n",(0,n.jsxs)(e.p,{children:["Wasserstein Distance \u306F\u3001support \u304C disjoint \u3067\u3042\u3063\u3066\u3082 distance \u3092\u6ED1\u3089\u304B\u306B\u4E0E\u3048\u308B\u305F\u3081\u3001",(0,n.jsx)(e.a,{href:"/wiki/machine-learning/generative-models/gan/wasserstein-gan",children:"Wasserstein GAN"})," \u306E loss \u3068\u3057\u3066\u4F7F\u308F\u308C\u307E\u3059\u3002"]}),"\n",(0,n.jsx)(e.h2,{id:"\u95A2\u9023\u30DA\u30FC\u30B8",children:"\u95A2\u9023\u30DA\u30FC\u30B8"}),"\n",(0,n.jsxs)(e.ul,{children:["\n",(0,n.jsx)(e.li,{children:(0,n.jsx)(e.a,{href:"/wiki/machine-learning/probability-statistics/divergences/kl-divergence",children:"KL Divergence"})}),"\n",(0,n.jsx)(e.li,{children:(0,n.jsx)(e.a,{href:"/wiki/machine-learning/probability-statistics/divergences/jensen-shannon-divergence",children:"Jensen-Shannon Divergence"})}),"\n",(0,n.jsx)(e.li,{children:(0,n.jsx)(e.a,{href:"/wiki/machine-learning/generative-models/gan/wasserstein-gan",children:"Wasserstein GAN"})}),"\n"]})]})}function x(s={}){let{wrapper:e}={...(0,m.R)(),...s.components};return e?(0,n.jsx)(e,{...s,children:(0,n.jsx)(h,{...s})}):h(s)}},38886(s,e,a){a.d(e,{A:()=>l});let l=a.p+"assets/images/EM_distance_discrete-4b15bf8e461be4f616591e0fb984c0bc.png"},73720(s,e,a){a.d(e,{A:()=>l});let l=a.p+"assets/images/wasserstein_simple_example-6166db67f5084c962569cf7174e5fb6f.png"},28453(s,e,a){a.d(e,{R:()=>i,x:()=>c});var l=a(96540);let n={},m=l.createContext(n);function i(s){let e=l.useContext(m);return l.useMemo(function(){return"function"==typeof s?s(e):{...e,...s}},[e,s])}function c(s){let e;return e=s.disableParentContext?"function"==typeof s.components?s.components(n):s.components||n:i(s.components),l.createElement(m.Provider,{value:e},s.children)}}}]);