ag-gipp/GoUldI

View on GitHub
data/221.json

Summary

Maintainability
Test Coverage
{
  "definitions" : {
    "L" : [ {
      "Q1036748" : "loss function"
    } ],
    "\\theta_{\\nu}" : [ "eigenvector of $\\Sigma$ corresponding to the $\\nu$-th largest eigenvalue", {
      "Q3555174" : "eigenvector"
    } ],
    "\\nu" : [ {
      "Q2303886" : "index"
    } ],
    "\\widehat{\\theta}_{\\nu}" : [ "estimator", { } ],
    "\\langle" : [ {
      "Q21092339" : "Symbol"
    } ]
  },
  "constraints" : [ ],
  "math_inputtex" : "L(\\widehat{\\theta}_{\\nu},\\theta_{\\nu})=\\parallel\\widehat{\\theta}_{\\nu}-\\mbox{%
sign}\\langle\\widehat{\\theta}_{\\nu},\\theta_{\\nu}\\rangle\\theta_{\\nu}\\parallel^{2}",
  "math_inputtex_semantic" : "\\wf{Q1036748}{L}(\\widehat{\\w{Q3555174}{\\theta}}_{\\w{Q2303886}{\\nu}},\\theta_{\\nu}) = \\parallel\\widehat{\\theta}_{\\nu} - \\mbox{sign}\\langle\\widehat{\\theta}_{\\nu},\\theta_{\\nu}\\rangle\\theta_{\\nu}\\parallel^{2}",
  "correct_tex" : "L(\\widehat{\\theta}_{\\nu},\\theta_{\\nu})=\\parallel\\widehat{\\theta}_{\\nu}-\\langle\\widehat{\\theta}_{\\nu} \\theta_{\\nu}\\rangle\\theta_{\\nu}\\parallel^{2}",
  "correct_mml" : "<math xmlns=\"http://www.w3.org/1998/Math/MathML\" id=\"p1.1.m1.1\" class=\"ltx_Math\" alttext=\"L(\\widehat{\\theta}_{\\nu},\\theta_{\\nu})=\\parallel\\widehat{\\theta}_{\\nu}-\\mbox{%&#10;sign}\\langle\\widehat{\\theta}_{\\nu},\\theta_{\\nu}\\rangle\\theta_{\\nu}\\parallel^{2}\" display=\"inline\">\n  <semantics id=\"p1.1.m1.1a\">\n    <mrow id=\"p1.1.m1.1.26\" xref=\"p1.1.m1.1.26.cmml\">\n      <mrow id=\"p1.1.m1.1.26.1.2\" xref=\"p1.1.m1.1.26.1.1.cmml\">\n        <mi id=\"p1.1.m1.1.1\" xref=\"p1.1.m1.1.1.cmml\">L</mi>\n        <mo id=\"p1.1.m1.1.26.1.2a\" xref=\"p1.1.m1.1.26.1.1.cmml\">⁡</mo>\n        <mrow id=\"p1.1.m1.1.26.1.2.3\" xref=\"p1.1.m1.1.26.1.1.cmml\">\n          <mo stretchy=\"false\" id=\"p1.1.m1.1.2\" xref=\"p1.1.m1.1.26.1.1.cmml\">(</mo>\n          <msub id=\"p1.1.m1.1.26.1.2.1\" xref=\"p1.1.m1.1.26.1.2.1.cmml\">\n            <mover accent=\"true\" id=\"p1.1.m1.1.3\" xref=\"p1.1.m1.1.3.cmml\">\n              <mi id=\"p1.1.m1.1.3.2\" xref=\"p1.1.m1.1.3.2.cmml\">θ</mi>\n              <mo id=\"p1.1.m1.1.3.1\" xref=\"p1.1.m1.1.3.1.cmml\">^</mo>\n            </mover>\n            <mi id=\"p1.1.m1.1.4.1\" xref=\"p1.1.m1.1.4.1.cmml\">ν</mi>\n          </msub>\n          <mo id=\"p1.1.m1.1.5\" xref=\"p1.1.m1.1.26.1.1.cmml\">,</mo>\n          <msub id=\"p1.1.m1.1.26.1.2.2\" xref=\"p1.1.m1.1.26.1.2.2.cmml\">\n            <mi id=\"p1.1.m1.1.6\" xref=\"p1.1.m1.1.6.cmml\">θ</mi>\n            <mi id=\"p1.1.m1.1.7.1\" xref=\"p1.1.m1.1.7.1.cmml\">ν</mi>\n          </msub>\n          <mo stretchy=\"false\" id=\"p1.1.m1.1.8\" xref=\"p1.1.m1.1.26.1.1.cmml\">)</mo>\n        </mrow>\n      </mrow>\n      <mo id=\"p1.1.m1.1.9\" xref=\"p1.1.m1.1.9.cmml\">=</mo>\n      <msup id=\"p1.1.m1.1.26.2\" xref=\"p1.1.m1.1.26.2.cmml\">\n        <mrow id=\"p1.1.m1.1.26.2.2\" xref=\"p1.1.m1.1.26.2.2.1.cmml\">\n          <mo id=\"p1.1.m1.1.10\" xref=\"p1.1.m1.1.26.2.2.1.1.cmml\">∥</mo>\n          <mrow id=\"p1.1.m1.1.26.2.2.2\" xref=\"p1.1.m1.1.26.2.2.2.cmml\">\n            <msub id=\"p1.1.m1.1.26.2.2.2.1\" xref=\"p1.1.m1.1.26.2.2.2.1.cmml\">\n              <mover accent=\"true\" id=\"p1.1.m1.1.11\" xref=\"p1.1.m1.1.11.cmml\">\n                <mi id=\"p1.1.m1.1.11.2\" xref=\"p1.1.m1.1.11.2.cmml\">θ</mi>\n                <mo id=\"p1.1.m1.1.11.1\" xref=\"p1.1.m1.1.11.1.cmml\">^</mo>\n              </mover>\n              <mi id=\"p1.1.m1.1.12.1\" xref=\"p1.1.m1.1.12.1.cmml\">ν</mi>\n            </msub>\n            <mo id=\"p1.1.m1.1.13\" xref=\"p1.1.m1.1.13.cmml\">-</mo>\n            <mrow id=\"p1.1.m1.1.26.2.2.2.2\" xref=\"p1.1.m1.1.26.2.2.2.2.cmml\">\n              <mtext id=\"p1.1.m1.1.14\" xref=\"p1.1.m1.1.14.cmml\">sign</mtext>\n              <mo id=\"p1.1.m1.1.26.2.2.2.2.1\" xref=\"p1.1.m1.1.26.2.2.2.2.1.cmml\">⁢</mo>\n              <mrow id=\"p1.1.m1.1.26.2.2.2.2.2\" xref=\"p1.1.m1.1.26.2.2.2.2.2.1.cmml\">\n                <mo stretchy=\"false\" id=\"p1.1.m1.1.15\" xref=\"p1.1.m1.1.26.2.2.2.2.2.1.cmml\">⟨</mo>\n                <msub id=\"p1.1.m1.1.26.2.2.2.2.2.2\" xref=\"p1.1.m1.1.26.2.2.2.2.2.2.cmml\">\n                  <mover accent=\"true\" id=\"p1.1.m1.1.16\" xref=\"p1.1.m1.1.16.cmml\">\n                    <mi id=\"p1.1.m1.1.16.2\" xref=\"p1.1.m1.1.16.2.cmml\">θ</mi>\n                    <mo id=\"p1.1.m1.1.16.1\" xref=\"p1.1.m1.1.16.1.cmml\">^</mo>\n                  </mover>\n                  <mi id=\"p1.1.m1.1.17.1\" xref=\"p1.1.m1.1.17.1.cmml\">ν</mi>\n                </msub>\n                <mo id=\"p1.1.m1.1.18\" xref=\"p1.1.m1.1.26.2.2.2.2.2.1.cmml\">,</mo>\n                <msub id=\"p1.1.m1.1.26.2.2.2.2.2.3\" xref=\"p1.1.m1.1.26.2.2.2.2.2.3.cmml\">\n                  <mi id=\"p1.1.m1.1.19\" xref=\"p1.1.m1.1.19.cmml\">θ</mi>\n                  <mi id=\"p1.1.m1.1.20.1\" xref=\"p1.1.m1.1.20.1.cmml\">ν</mi>\n                </msub>\n                <mo stretchy=\"false\" id=\"p1.1.m1.1.21\" xref=\"p1.1.m1.1.26.2.2.2.2.2.1.cmml\">⟩</mo>\n              </mrow>\n              <mo id=\"p1.1.m1.1.26.2.2.2.2.1a\" xref=\"p1.1.m1.1.26.2.2.2.2.1.cmml\">⁢</mo>\n              <msub id=\"p1.1.m1.1.26.2.2.2.2.3\" xref=\"p1.1.m1.1.26.2.2.2.2.3.cmml\">\n                <mi id=\"p1.1.m1.1.22\" xref=\"p1.1.m1.1.22.cmml\">θ</mi>\n                <mi id=\"p1.1.m1.1.23.1\" xref=\"p1.1.m1.1.23.1.cmml\">ν</mi>\n              </msub>\n            </mrow>\n          </mrow>\n          <mo id=\"p1.1.m1.1.24\" xref=\"p1.1.m1.1.26.2.2.1.1.cmml\">∥</mo>\n        </mrow>\n        <mn id=\"p1.1.m1.1.25.1\" xref=\"p1.1.m1.1.25.1.cmml\">2</mn>\n      </msup>\n    </mrow>\n    <annotation-xml encoding=\"MathML-Content\" id=\"p1.1.m1.1b\">\n      <apply id=\"p1.1.m1.1.26.cmml\" xref=\"p1.1.m1.1.26\">\n        <eq id=\"p1.1.m1.1.9.cmml\" xref=\"p1.1.m1.1.9\"/>\n        <apply id=\"p1.1.m1.1.26.1.1.cmml\" xref=\"p1.1.m1.1.26.1.2\">\n          <csymbol cd=\"latexml\" id=\"p1.1.m1.1.1.cmml\" xref=\"p1.1.m1.1.1\">Q1036748</csymbol>\n          <apply id=\"p1.1.m1.1.26.1.2.1.cmml\" xref=\"p1.1.m1.1.26.1.2.1\">\n            <csymbol cd=\"ambiguous\" id=\"p1.1.m1.1.26.1.2.1.1.cmml\" xref=\"p1.1.m1.1.26.1.2.1\">subscript</csymbol>\n            <apply id=\"p1.1.m1.1.3.cmml\" xref=\"p1.1.m1.1.3\">\n              <ci id=\"p1.1.m1.1.3.1.cmml\" xref=\"p1.1.m1.1.3.1\">^</ci>\n              <csymbol cd=\"latexml\" id=\"p1.1.m1.1.3.2.cmml\" xref=\"p1.1.m1.1.3.2\">Q3555174</csymbol>\n            </apply>\n            <csymbol cd=\"latexml\" id=\"p1.1.m1.1.4.1.cmml\" xref=\"p1.1.m1.1.4.1\">Q2303886</csymbol>\n          </apply>\n          <apply id=\"p1.1.m1.1.26.1.2.2.cmml\" xref=\"p1.1.m1.1.26.1.2.2\">\n            <csymbol cd=\"ambiguous\" id=\"p1.1.m1.1.26.1.2.2.1.cmml\" xref=\"p1.1.m1.1.26.1.2.2\">subscript</csymbol>\n            <csymbol cd=\"latexml\" id=\"p1.1.m1.1.6.cmml\" xref=\"p1.1.m1.1.6\">Q3555174</csymbol>\n            <csymbol cd=\"latexml\" id=\"p1.1.m1.1.7.1.cmml\" xref=\"p1.1.m1.1.7.1\">Q2303886</csymbol>\n          </apply>\n        </apply>\n        <apply id=\"p1.1.m1.1.26.2.cmml\" xref=\"p1.1.m1.1.26.2\">\n          <power  xref=\"p1.1.m1.1.26.2\"/>\n          <apply id=\"p1.1.m1.1.26.2.2.1.cmml\" xref=\"p1.1.m1.1.26.2.2\">\n            <csymbol cd=\"latexml\" id=\"p1.1.m1.1.26.2.2.1.1.cmml\" xref=\"p1.1.m1.1.10\">norm</csymbol>\n            <apply id=\"p1.1.m1.1.26.2.2.2.cmml\" xref=\"p1.1.m1.1.26.2.2.2\">\n              <minus id=\"p1.1.m1.1.13.cmml\" xref=\"p1.1.m1.1.13\"/>\n              <apply id=\"p1.1.m1.1.26.2.2.2.1.cmml\" xref=\"p1.1.m1.1.26.2.2.2.1\">\n                <csymbol cd=\"ambiguous\" id=\"p1.1.m1.1.26.2.2.2.1.1.cmml\" xref=\"p1.1.m1.1.26.2.2.2.1\">subscript</csymbol>\n                <apply id=\"p1.1.m1.1.11.cmml\" xref=\"p1.1.m1.1.11\">\n                  <ci id=\"p1.1.m1.1.11.1.cmml\" xref=\"p1.1.m1.1.11.1\">^</ci>\n                  <csymbol cd=\"latexml\" id=\"p1.1.m1.1.11.2.cmml\" xref=\"p1.1.m1.1.11.2\">Q3555174</csymbol>\n                </apply>\n                <csymbol cd=\"latexml\" id=\"p1.1.m1.1.12.1.cmml\" xref=\"p1.1.m1.1.12.1\">Q2303886</csymbol>\n              </apply>\n              <apply id=\"p1.1.m1.1.26.2.2.2.2.cmml\" xref=\"p1.1.m1.1.26.2.2.2.2\">\n                <times id=\"p1.1.m1.1.26.2.2.2.2.1.cmml\" xref=\"p1.1.m1.1.26.2.2.2.2.1\"/>\n                <mtext id=\"p1.1.m1.1.14.cmml\" xref=\"p1.1.m1.1.14\">sign</mtext>\n                <list id=\"p1.1.m1.1.26.2.2.2.2.2.1.cmml\" xref=\"p1.1.m1.1.26.2.2.2.2.2\">\n                  <apply id=\"p1.1.m1.1.26.2.2.2.2.2.2.cmml\" xref=\"p1.1.m1.1.26.2.2.2.2.2.2\">\n                    <csymbol cd=\"ambiguous\" id=\"p1.1.m1.1.26.2.2.2.2.2.2.1.cmml\" xref=\"p1.1.m1.1.26.2.2.2.2.2.2\">subscript</csymbol>\n                    <apply id=\"p1.1.m1.1.16.cmml\" xref=\"p1.1.m1.1.16\">\n                      <ci id=\"p1.1.m1.1.16.1.cmml\" xref=\"p1.1.m1.1.16.1\">^</ci>\n                      <csymbol cd=\"latexml\" id=\"p1.1.m1.1.16.2.cmml\" xref=\"p1.1.m1.1.16.2\">Q3555174</csymbol>\n                    </apply>\n                    <csymbol cd=\"latexml\" id=\"p1.1.m1.1.17.1.cmml\" xref=\"p1.1.m1.1.17.1\">Q2303886</csymbol>\n                  </apply>\n                  <apply id=\"p1.1.m1.1.26.2.2.2.2.2.3.cmml\" xref=\"p1.1.m1.1.26.2.2.2.2.2.3\">\n                    <csymbol cd=\"ambiguous\" id=\"p1.1.m1.1.26.2.2.2.2.2.3.1.cmml\" xref=\"p1.1.m1.1.26.2.2.2.2.2.3\">subscript</csymbol>\n                    <csymbol cd=\"latexml\" id=\"p1.1.m1.1.19.cmml\" xref=\"p1.1.m1.1.19\">Q3555174</csymbol>\n                    <csymbol cd=\"latexml\" id=\"p1.1.m1.1.20.1.cmml\" xref=\"p1.1.m1.1.20.1\">Q2303886</csymbol>\n                  </apply>\n                </list>\n                <apply id=\"p1.1.m1.1.26.2.2.2.2.3.cmml\" xref=\"p1.1.m1.1.26.2.2.2.2.3\">\n                  <csymbol cd=\"ambiguous\" id=\"p1.1.m1.1.26.2.2.2.2.3.1.cmml\" xref=\"p1.1.m1.1.26.2.2.2.2.3\">subscript</csymbol>\n                  <csymbol cd=\"latexml\" id=\"p1.1.m1.1.22.cmml\" xref=\"p1.1.m1.1.22\">Q3555174</csymbol>\n                  <csymbol cd=\"latexml\" id=\"p1.1.m1.1.23.1.cmml\" xref=\"p1.1.m1.1.23.1\">Q2303886</csymbol>\n                </apply>\n              </apply>\n            </apply>\n          </apply>\n          <cn type=\"integer\" id=\"p1.1.m1.1.25.1.cmml\" xref=\"p1.1.m1.1.25.1\">2</cn>\n        </apply>\n      </apply>\n    </annotation-xml>\n    <annotation encoding=\"application/x-tex\" id=\"p1.1.m1.1c\">L(\\widehat{\\theta}_{\\nu},\\theta_{\\nu})=\\parallel\\widehat{\\theta}_{\\nu}-\\mbox{%\nsign}\\langle\\widehat{\\theta}_{\\nu},\\theta_{\\nu}\\rangle\\theta_{\\nu}\\parallel^{2}</annotation>\n  </semantics>\n</math>",
  "uri" : "https://arxiv.org/abs/1203.0967",
  "title" : "Commonly used loss function",
  "comment" : "",
  "type" : "equation",
  "ntcir12-type" : "21",
  "formula" : "1_68.3",
  "page" : "17",
  "ntcir12-relevance" : "4"
}