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+       style="font-weight:bold;font-size:7.01871px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Bold';text-align:start;text-anchor:start;fill:#666666;fill-opacity:1;stroke:none;stroke-width:0.499999;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
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+         id="tspan732"
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+       style="font-weight:bold;font-size:7.01871px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Bold';text-align:start;text-anchor:start;fill:#666666;fill-opacity:1;stroke:none;stroke-width:0.499999;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
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+         id="tspan733"
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+       style="font-weight:bold;font-size:7.01871px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Bold';text-align:start;text-anchor:start;fill:#666666;fill-opacity:1;stroke:none;stroke-width:0.499999;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
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+         id="tspan734"
+         style="stroke-width:0.5"
+         x="612.97296"
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+       xml:space="preserve"
+       style="font-weight:bold;font-size:7.01871px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Bold';text-align:start;text-anchor:start;fill:#666666;fill-opacity:1;stroke:none;stroke-width:0.499999;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
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+         id="tspan735"
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+       style="font-weight:bold;font-size:7.01871px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Bold';text-align:start;text-anchor:start;fill:#666666;fill-opacity:1;stroke:none;stroke-width:0.499999;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
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+         id="tspan736"
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+       style="font-weight:bold;font-size:7.01871px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Bold';text-align:start;text-anchor:start;fill:#666666;fill-opacity:1;stroke:none;stroke-width:0.499999;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
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+         id="tspan737"
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+       style="font-weight:bold;font-size:7.01871px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Bold';text-align:start;text-anchor:start;fill:#666666;fill-opacity:1;stroke:none;stroke-width:0.499999;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
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+         id="tspan738"
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+       style="font-weight:bold;font-size:7.01871px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Bold';text-align:start;text-anchor:start;fill:#666666;fill-opacity:1;stroke:none;stroke-width:0.499999;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
+       x="527.67999"
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+       id="text739"><tspan
+         id="tspan739"
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+         x="527.67999"
+         y="31.95389">0</tspan></text><text
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+       style="font-weight:bold;font-size:7.01871px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Bold';text-align:start;text-anchor:start;fill:#666666;fill-opacity:1;stroke:none;stroke-width:0.499999;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
+       x="581.22345"
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+       id="text740"><tspan
+         id="tspan740"
+         style="stroke-width:0.5"
+         x="581.22345"
+         y="31.95389">0</tspan></text><text
+       xml:space="preserve"
+       style="font-weight:bold;font-size:7.01871px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Bold';text-align:start;text-anchor:start;fill:#666666;fill-opacity:1;stroke:none;stroke-width:0.499999;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
+       x="688.25372"
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+       id="text741"><tspan
+         id="tspan741"
+         style="stroke-width:0.5"
+         x="688.25372"
+         y="31.95389">2</tspan></text><text
+       xml:space="preserve"
+       style="font-style:normal;font-variant:normal;font-weight:600;font-stretch:normal;font-size:7.4814px;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Semi-Bold';font-variant-ligatures:normal;font-variant-caps:normal;font-variant-numeric:normal;font-variant-east-asian:normal;text-align:start;text-anchor:start;fill:#999999;fill-opacity:1;stroke:none;stroke-width:1.06592;stroke-linecap:round;stroke-opacity:1"
+       x="523.62903"
+       y="19.114529"
+       id="text742"><tspan
+         style="font-style:normal;font-variant:normal;font-weight:600;font-stretch:normal;font-size:7.4814px;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Semi-Bold';font-variant-ligatures:normal;font-variant-caps:normal;font-variant-numeric:normal;font-variant-east-asian:normal;text-align:start;text-anchor:start;fill:#999999;stroke:none;stroke-width:1.06592"
+         x="523.62903"
+         y="19.114529"
+         id="tspan742">processes</tspan></text><rect
+       style="fill:#e6e6e6;fill-opacity:1;stroke:#666666;stroke-width:0.679818;stroke-linecap:round;stroke-opacity:1"
+       id="rect742"
+       width="28.635475"
+       height="10.686203"
+       x="770.38318"
+       y="24.396391" /><text
+       xml:space="preserve"
+       style="font-weight:bold;font-size:7.01871px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Bold';text-align:start;text-anchor:start;fill:#666666;fill-opacity:1;stroke:none;stroke-width:0.499999;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
+       x="779.60901"
+       y="31.95038"
+       id="text743"><tspan
+         id="tspan743"
+         style="stroke-width:0.5"
+         x="779.60901"
+         y="31.95038">657</tspan></text><text
+       xml:space="preserve"
+       style="font-style:normal;font-variant:normal;font-weight:600;font-stretch:normal;font-size:7.4814px;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Semi-Bold';font-variant-ligatures:normal;font-variant-caps:normal;font-variant-numeric:normal;font-variant-east-asian:normal;text-align:start;text-anchor:start;fill:#999999;fill-opacity:1;stroke:none;stroke-width:1.06592;stroke-linecap:round;stroke-opacity:1"
+       x="777.37823"
+       y="19.114529"
+       id="text744"><tspan
+         style="font-style:normal;font-variant:normal;font-weight:600;font-stretch:normal;font-size:7.4814px;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Semi-Bold';font-variant-ligatures:normal;font-variant-caps:normal;font-variant-numeric:normal;font-variant-east-asian:normal;text-align:start;text-anchor:start;fill:#999999;stroke:none;stroke-width:1.06592"
+         x="777.37823"
+         y="19.114529"
+         id="tspan744">power</tspan></text><path
+       style="fill:none;stroke:#666666;stroke-width:1;stroke-linecap:round;stroke-dasharray:none;marker-end:url(#RoundedArrow)"
+       d="m 697.84221,29.73949 h 64.80385"
+       id="path744" /><text
+       xml:space="preserve"
+       style="font-weight:bold;font-size:9.05556px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Bold';fill:#666666;stroke:none;stroke-width:1.2902;stroke-linecap:round;stroke-dasharray:none"
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+       id="text745"><tspan
+         id="tspan745"
+         style="fill:#666666;stroke:none;stroke-width:1.2902"
+         x="706.8078"
+         y="43.328915">Regression</tspan></text><path
+       style="fill:none;stroke:#666666;stroke-width:1;stroke-linecap:round;stroke-dasharray:none;marker-end:url(#RoundedArrow)"
+       d="M 525.70063,84.768742 H 752.97306"
+       id="path745" /><text
+       xml:space="preserve"
+       style="font-style:normal;font-variant:normal;font-weight:600;font-stretch:normal;font-size:7.48141px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Semi-Bold';font-variant-ligatures:normal;font-variant-caps:normal;font-variant-numeric:normal;font-variant-east-asian:normal;white-space:pre;inline-size:45.6574;display:inline;fill:#666666;stroke:none;stroke-width:1;stroke-linecap:round;stroke-dasharray:none"
+       x="-111.03604"
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+       id="text746"
+       transform="rotate(-30,276.42806,-1150.2063)"><tspan
+         x="-111.03604"
+         y="37.181789"
+         id="tspan1">Linear </tspan><tspan
+         x="-111.03604"
+         y="47.655765"
+         id="tspan2">Regression</tspan></text><text
+       xml:space="preserve"
+       style="font-style:normal;font-variant:normal;font-weight:600;font-stretch:normal;font-size:7.48141px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Semi-Bold';font-variant-ligatures:normal;font-variant-caps:normal;font-variant-numeric:normal;font-variant-east-asian:normal;white-space:pre;inline-size:44.532;display:inline;fill:#666666;stroke:none;stroke-width:1;stroke-linecap:round;stroke-dasharray:none"
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+       id="text747"
+       transform="rotate(-30,246.02618,-1218.7127)"><tspan
+         x="-91.41066"
+         y="76.563454"
+         id="tspan3">Decision </tspan><tspan
+         x="-91.41066"
+         y="87.037433"
+         id="tspan4">Tree</tspan></text><text
+       xml:space="preserve"
+       style="font-style:normal;font-variant:normal;font-weight:600;font-stretch:normal;font-size:7.48141px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Semi-Bold';font-variant-ligatures:normal;font-variant-caps:normal;font-variant-numeric:normal;font-variant-east-asian:normal;white-space:pre;inline-size:44.0481;display:inline;fill:#666666;stroke:none;stroke-width:1;stroke-linecap:round;stroke-dasharray:none"
+       x="-91.41066"
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+       id="text748"
+       transform="rotate(-30,276.54741,-1332.0611)"><tspan
+         x="-91.41066"
+         y="76.563454"
+         id="tspan5">Gradient </tspan><tspan
+         x="-91.41066"
+         y="87.037433"
+         id="tspan6">Boost</tspan></text><text
+       xml:space="preserve"
+       style="font-style:normal;font-variant:normal;font-weight:600;font-stretch:normal;font-size:7.48141px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Semi-Bold';font-variant-ligatures:normal;font-variant-caps:normal;font-variant-numeric:normal;font-variant-east-asian:normal;white-space:pre;inline-size:67.0781;display:inline;fill:#666666;stroke:none;stroke-width:1;stroke-linecap:round;stroke-dasharray:none"
+       x="-91.41066"
+       y="76.563454"
+       id="text749"
+       transform="rotate(-30,322.62806,-1437.3088)"><tspan
+         x="-91.41066"
+         y="76.563454"
+         id="tspan7">XGBoost</tspan></text><text
+       xml:space="preserve"
+       style="font-style:normal;font-variant:normal;font-weight:600;font-stretch:normal;font-size:7.48141px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Semi-Bold';font-variant-ligatures:normal;font-variant-caps:normal;font-variant-numeric:normal;font-variant-east-asian:normal;white-space:pre;inline-size:67.0781;display:inline;fill:#666666;stroke:none;stroke-width:1;stroke-linecap:round;stroke-dasharray:none"
+       x="-91.41066"
+       y="76.563454"
+       id="text750"
+       transform="matrix(1.4112607,0,0,1.4112607,891.25925,-22.993765)"><tspan
+         x="-91.41066"
+         y="76.563454"
+         id="tspan8">NN/MLP</tspan></text><path
+       style="fill:none;stroke:#cccccc;stroke-width:1;stroke-linecap:round;stroke-dasharray:none"
+       d="m 730.0489,45.956972 v 4.078919"
+       id="path750" /><path
+       style="fill:none;stroke:#cccccc;stroke-width:1;stroke-linecap:round;stroke-dasharray:none"
+       d="M 803.16112,69.823441 V 50.035891 H 523.17599 V 67.10875"
+       id="path751" /><path
+       style="fill:none;stroke:#cccccc;stroke-width:1;stroke-linecap:round;stroke-dasharray:none"
+       d="m 784.70093,86.738548 v 6.615716"
+       id="path752" /><path
+       style="fill:none;stroke:#cccccc;stroke-width:1;stroke-linecap:round;stroke-dasharray:none"
+       d="M 803.16112,113.14181 V 93.354264 H 523.17599 v 17.072856"
+       id="path753" /><text
+       xml:space="preserve"
+       style="font-style:normal;font-variant:normal;font-weight:600;font-stretch:normal;font-size:7.48141px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Semi-Bold';font-variant-ligatures:normal;font-variant-caps:normal;font-variant-numeric:normal;font-variant-east-asian:normal;fill:#666666;stroke:none;stroke-width:1;stroke-linecap:round;stroke-dasharray:none"
+       x="533.39374"
+       y="109.97523"
+       id="text753"><tspan
+         id="tspan753"
+         style="fill:#666666;stroke:none;stroke-width:1"
+         x="533.39374"
+         y="109.97523">MLP vs KAN</tspan></text><text
+       xml:space="preserve"
+       style="font-style:normal;font-variant:normal;font-weight:600;font-stretch:normal;font-size:7.48141px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Semi-Bold';font-variant-ligatures:normal;font-variant-caps:normal;font-variant-numeric:normal;font-variant-east-asian:normal;fill:#666666;stroke:none;stroke-width:1;stroke-linecap:round;stroke-dasharray:none"
+       x="583.51636"
+       y="128.89384"
+       id="text754"><tspan
+         id="tspan754"
+         style="fill:#666666;stroke:none;stroke-width:1"
+         x="583.51636"
+         y="128.89384"># of layers</tspan></text><text
+       xml:space="preserve"
+       style="font-style:normal;font-variant:normal;font-weight:600;font-stretch:normal;font-size:7.48141px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Semi-Bold';font-variant-ligatures:normal;font-variant-caps:normal;font-variant-numeric:normal;font-variant-east-asian:normal;fill:#666666;stroke:none;stroke-width:1;stroke-linecap:round;stroke-dasharray:none"
+       x="620.30695"
+       y="109.34305"
+       id="text755"><tspan
+         id="tspan755"
+         style="fill:#666666;stroke:none;stroke-width:1"
+         x="620.30695"
+         y="109.34305"># of neurones</tspan></text><text
+       xml:space="preserve"
+       style="font-style:normal;font-variant:normal;font-weight:600;font-stretch:normal;font-size:7.48141px;line-height:1.4;font-family:'STIX Two Text';-inkscape-font-specification:'STIX Two Text, Semi-Bold';font-variant-ligatures:normal;font-variant-caps:normal;font-variant-numeric:normal;font-variant-east-asian:normal;fill:#666666;stroke:none;stroke-width:1;stroke-linecap:round;stroke-dasharray:none"
+       x="669.84796"
+       y="129.43719"
+       id="text756"><tspan
+         id="tspan756"
+         style="fill:#666666;stroke:none;stroke-width:1"
+         x="669.84796"
+         y="129.43719"># of neurones</tspan></text><text
+       xml:space="preserve"
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+         x="725.47882"
+         y="109.34305">access to old samples</tspan></text><path
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PhD/seminar/seminar.typ

@@ -122,6 +122,13 @@ Power is:
 #slide(title:"Proposed Approach")[
 #only(1)[#align(center)[#image("images/equation_1.svg", width:100%)]]
 #only(2)[#align(center)[#image("images/equation_2.svg", width:100%)]]
+#only(3)[#align(center)[#image("images/equation_3.svg", width:100%)]]
+]
+
+#slide(title:"Proposed Approach - model")[
+#only(1)[#align(center)[#image("images/model_1.svg", width:100%)]]
+#only(2)[#align(center)[#image("images/model_2.svg", width:100%)]]
+#only(3)[#align(center)[#image("images/model_3.svg", width:100%)]]
 ]
 
 #slide(title:"Evaluation")[