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index.html
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<!DOCTYPE html><html lang="en"><head>
<script src="template.js"></script>
<meta charset="utf-8">
<script type="text/front-matter">
title: Anuradha and Prashanth Palakurthi Centre for Artificial Intelligence Research (APPCAIR) Simplification Blogs
description: Articles about Machine Learning
</script>
<style>
.description h2,
.description p {
font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Oxygen, Ubuntu, Cantarell, "Fira Sans", "Droid Sans", "Helvetica Neue", Arial, sans-serif;
}
.description h2 {
font-weight: 700;
}
.posts-list .post-preview .description p.authors {
font-size: 0.875rem;
font-weight: 400;
margin-bottom: 1em;
color: rgba(0, 0, 0, 0.67);
}
h2.post-tag {
border-bottom: 1px solid rgba(0, 0, 0, 0.2);
padding-bottom: 12px;
}
.posts-list {
margin-top: 24px;
margin-bottom: 24px;
}
.posts-list .post-preview {
text-decoration: none;
overflow: hidden;
display: block;
border-bottom: 1px solid rgba(0, 0, 0, 0.1);
padding: 24px 0;
}
.posts-list .post-preview:last-of-type {
border-bottom: none;
}
.posts-list .post-preview h2 {
margin: 0 0 6px 0;
line-height: 1.2em;
font-style: normal;
font-size: 24px;
}
.posts-list .post-preview p {
margin: 0 0 12px 0;
line-height: 1.4em;
font-size: 16px;
}
.posts-list .post-preview .thumbnail {
box-sizing: border-box;
margin-bottom: 24px;
position: relative;
max-width: 500px;
}
.posts-list .post-preview.editorial .thumbnail {
display: none;
}
.posts-list .post-preview img {
width: 100%;
display: block;
}
.posts-list .metadata {
font-size: 12px;
line-height: 1.4em;
margin-bottom: 18px;
}
.metadata>* {
display: inline-block;
}
.metadata .publishedDate {
margin-right: 1em;
}
.metadata .tags {
margin-top: 1em;
}
.tags .tag {
display: inline;
color: rgba(0, 0, 0, 0.67);
padding: 0.3em 0.5em;
margin: 0;
font-size: 80%;
border: 1px solid rgba(0, 0, 0, 0.4);
border-radius: 3px;
text-transform: uppercase;
font-weight: 500;
}
.tag.peer-reviewed {
background-color: #0F2E3DE0;
color: white;
border-color: #0F2E3D;
}
@media(min-width: 768px) {
.metadata>* {
display: block;
}
.posts-list .post-preview h2 {
font-size: 26px;
}
.posts-list {
margin-top: 60px;
}
.posts-list .post-preview .thumbnail {
float: right;
width: 35%;
margin-bottom: 0;
}
.posts-list .post-preview .description {
float: left;
width: 40%;
}
.posts-list .post-preview .metadata {
float: left;
width: 15%;
margin-top: 8px;
}
.posts-list .post-preview p {
margin: 0 0 12px 0;
line-height: 1.5em;
font-size: 16px;
}
}
</style>
<meta name="viewport" content="width=device-width, initial-scale=1"><style>html {
font: 400 16px/1.55em -apple-system, BlinkMacSystemFont, "Roboto", Helvetica, sans-serif;
/*background-color: hsl(223, 9%, 25%);*/
-ms-text-size-adjust: 100%;
-webkit-text-size-adjust: 100%;
text-size-adjust: 100%;
}
body {
margin: 0;
/*background-color: hsl(223, 9%, 25%);*/
}
a {
/* color: #004276; */
}
figure {
margin: 0;
}
h1 {
font-family: Cochin, Georgia, serif;
}
/*
html, body, div, span, applet, object, iframe,
h1, h2, h3, h4, h5, h6, p, blockquote, pre,
a, abbr, acronym, address, big, cite, code,
del, dfn, em, img, ins, kbd, q, s, samp,
small, strike, strong, sub, sup, tt, var,
b, u, i, center,
dl, dt, dd, ol, ul, li,
fieldset, form, label, legend,
table, caption, tbody, tfoot, thead, tr, th, td,
article, aside, canvas, details, embed,
figure, figcaption, footer, header, hgroup,
menu, nav, output, ruby, section, summary,
time, mark, audio, video {
margin: 0;
padding: 0;
border: 0;
font-size: 100%;
font: inherit;
vertical-align: baseline;
}
article, aside, details, figcaption, figure,
footer, header, hgroup, menu, nav, section {
display: block;
}
body {
line-height: 1;
}
ol, ul {
list-style: none;
}
blockquote, q {
quotes: none;
}
blockquote:before, blockquote:after,
q:before, q:after {
content: '';
content: none;
}
table {
border-collapse: collapse;
border-spacing: 0;
}*/
/*
Column: 60px
Gutter: 24px
Body: 648px
- 8 columns
- 7 gutters
Middle: 816px
Page: 984px
- 12 columns
- 11 gutters
*/
.l-body,
.l-body-outset,
.l-page,
.l-page-outset,
.l-middle,
.l-middle-outset,
dt-article > div,
dt-article > p,
dt-article > h1,
dt-article > h2,
dt-article > h3,
dt-article > h4,
dt-article > figure,
dt-article > table,
dt-article > ol,
dt-article > ul,
dt-article > dt-byline,
dt-article > dt-math,
dt-article > dt-code,
dt-article section > div,
dt-article section > p,
dt-article section > h1,
dt-article section > h2,
dt-article section > h3,
dt-article section > h4,
dt-article section > figure,
dt-article section > table,
dt-article section > ol,
dt-article section > ul,
dt-article section > dt-byline,
dt-article section > dt-code {
width: auto;
margin-left: 24px;
margin-right: 24px;
box-sizing: border-box;
}
@media(min-width: 768px) {
.l-body,
.l-body-outset,
.l-page,
.l-page-outset,
.l-middle,
.l-middle-outset,
dt-article > div,
dt-article > p,
dt-article > h1,
dt-article > h2,
dt-article > h3,
dt-article > h4,
dt-article > figure,
dt-article > table,
dt-article > ol,
dt-article > ul,
dt-article > dt-byline,
dt-article > dt-math,
dt-article > dt-code,
dt-article section > div,
dt-article section > p,
dt-article section > h1,
dt-article section > h2,
dt-article section > h3,
dt-article section > h4,
dt-article section > figure,
dt-article section > table,
dt-article section > ol,
dt-article section > ul,
dt-article section > dt-byline,
dt-article section > dt-code {
margin-left: 72px;
margin-right: 72px;
}
}
@media(min-width: 1080px) {
.l-body,
dt-article > div,
dt-article > p,
dt-article > h2,
dt-article > h3,
dt-article > h4,
dt-article > figure,
dt-article > table,
dt-article > ol,
dt-article > ul,
dt-article > dt-byline,
dt-article > dt-math,
dt-article > dt-code,
dt-article section > div,
dt-article section > p,
dt-article section > h2,
dt-article section > h3,
dt-article section > h4,
dt-article section > figure,
dt-article section > table,
dt-article section > ol,
dt-article section > ul,
dt-article section > dt-byline,
dt-article section > dt-code {
margin-left: calc(50% - 984px / 2);
width: 648px;
}
.l-body-outset,
dt-article .l-body-outset {
margin-left: calc(50% - 984px / 2 - 96px/2);
width: calc(648px + 96px);
}
.l-middle,
dt-article .l-middle {
width: 816px;
margin-left: calc(50% - 984px / 2);
margin-right: auto;
}
.l-middle-outset,
dt-article .l-middle-outset {
width: calc(816px + 96px);
margin-left: calc(50% - 984px / 2 - 48px);
margin-right: auto;
}
dt-article > h1,
dt-article section > h1,
.l-page,
dt-article .l-page,
dt-article.centered .l-page {
width: 984px;
margin-left: auto;
margin-right: auto;
}
.l-page-outset,
dt-article .l-page-outset,
dt-article.centered .l-page-outset {
width: 1080px;
margin-left: auto;
margin-right: auto;
}
.l-screen,
dt-article .l-screen,
dt-article.centered .l-screen {
margin-left: auto;
margin-right: auto;
width: auto;
}
.l-screen-inset,
dt-article .l-screen-inset,
dt-article.centered .l-screen-inset {
margin-left: 24px;
margin-right: 24px;
width: auto;
}
.l-gutter,
dt-article .l-gutter {
clear: both;
float: right;
margin-top: 0;
margin-left: 24px;
margin-right: calc((100vw - 984px) / 2 + 168px);
width: calc((984px - 648px) / 2 - 24px);
}
/* Side */
.side.l-body,
dt-article .side.l-body {
clear: both;
float: right;
margin-top: 0;
margin-left: 48px;
margin-right: calc((100vw - 984px + 648px) / 2);
width: calc(648px / 2 - 24px - 84px);
}
.side.l-body-outset,
dt-article .side.l-body-outset {
clear: both;
float: right;
margin-top: 0;
margin-left: 48px;
margin-right: calc((100vw - 984px + 648px - 48px) / 2);
width: calc(648px / 2 - 48px + 24px);
}
.side.l-middle,
dt-article .side.l-middle {
clear: both;
float: right;
width: calc(456px - 84px);
margin-left: 48px;
margin-right: calc((100vw - 984px) / 2 + 168px);
}
.side.l-middle-outset,
dt-article .side.l-middle-outset {
clear: both;
float: right;
width: 456px;
margin-left: 48px;
margin-right: calc((100vw - 984px) / 2 + 168px);
}
.side.l-page,
dt-article .side.l-page {
clear: both;
float: right;
margin-left: 48px;
width: calc(624px - 84px);
margin-right: calc((100vw - 984px) / 2);
}
.side.l-page-outset,
dt-article .side.l-page-outset {
clear: both;
float: right;
width: 624px;
margin-right: calc((100vw - 984px) / 2);
}
}
/* Centered */
@media(min-width: 1080px) {
.centered .l-body,
.centered.l-body,
dt-article.centered > div,
dt-article.centered > p,
dt-article.centered > h2,
dt-article.centered > h3,
dt-article.centered > h4,
dt-article.centered > figure,
dt-article.centered > table,
dt-article.centered > ol,
dt-article.centered > ul,
dt-article.centered > dt-byline,
dt-article.centered > dt-code,
dt-article.centered section > div,
dt-article.centered section > p,
dt-article.centered section > h2,
dt-article.centered section > h3,
dt-article.centered section > h4,
dt-article.centered section > figure,
dt-article.centered section > table,
dt-article.cebtered section > ol,
dt-article.centered section > ul,
dt-article.centered section > dt-byline,
dt-article.centered section > dt-code,
dt-article section.centered > div,
dt-article section.centered > p,
dt-article section.centered > h2,
dt-article section.centered > h3,
dt-article section.centered > h4,
dt-article section.centered > figure,
dt-article section.centered > table,
dt-article section.centered > ol,
dt-article section.centered > ul,
dt-article section.centered > dt-byline,
dt-article section.centered > dt-code {
margin-left: auto;
margin-right: auto;
width: 648px;
}
.centered .l-body-outset,
.centered.l-body-outset,
dt-article.centered .l-body-outset {
margin-left: auto;
margin-right: auto;
width: calc(648px + 96px);
}
dt-article.centered > h1,
dt-article.centered section > h1,
dt-article section.centered > h1,
.centered .l-middle,
.centered.l-middle,
dt-article.centered .l-middle {
width: 816px;
margin-left: auto;
margin-right: auto;
}
.centered .l-middle-outset,
.centered.l-middle-outset,
dt-article.centered .l-middle-outset {
width: calc(816px + 96px);
margin-left: auto;
margin-right: auto;
}
/* page and screen are already centered */
/* Side */
.centered .side.l-body,
.centered dt-article .side.l-body {
clear: both;
float: right;
margin-top: 0;
margin-left: 48px;
margin-right: calc((100vw - 648px) / 2);
width: calc(4 * 60px + 3 * 24px);
}
.centered .side.l-body-outset,
.centered dt-article .side.l-body-outset {
clear: both;
float: right;
margin-top: 0;
margin-left: 48px;
margin-right: calc((100vw - 648px) / 2);
width: calc(4 * 60px + 3 * 24px);
}
.centered .side.l-middle,
.centered dt-article .side.l-middle {
clear: both;
float: right;
width: 396px;
margin-left: 48px;
margin-right: calc((100vw - 984px) / 2 + 168px / 2);
}
.centered .side.l-middle-outset,
.centered dt-article .side.l-middle-outset {
clear: both;
float: right;
width: 456px;
margin-left: 48px;
margin-right: calc((100vw - 984px) / 2 + 168px);
}
.centered .side.l-page,
.centered dt-article .side.l-page {
clear: both;
float: right;
width: 480px;
margin-right: calc((100vw - 984px) / 2);
}
.centered .side.l-page-outset,
.centered dt-article .side.l-page-outset {
clear: both;
float: right;
width: 480px;
margin-right: calc((100vw - 984px) / 2);
}
.centered .l-gutter,
.centered.l-gutter,
dt-article.centered .l-gutter {
clear: both;
float: right;
margin-top: 0;
margin-left: 24px;
margin-right: calc((100vw - 984px) / 2);
width: calc((984px - 648px) / 2 - 24px);
}
}
/* Rows and Columns */
.row {
display: flex;
}
.column {
flex: 1;
box-sizing: border-box;
margin-right: 24px;
margin-left: 24px;
}
.row > .column:first-of-type {
margin-left: 0;
}
.row > .column:last-of-type {
margin-right: 0;
}
dt-article {
display: block;
color: rgba(0, 0, 0, 0.8);
font: 17px/1.55em -apple-system, BlinkMacSystemFont, "Roboto", sans-serif;
padding-bottom: 72px;
background: white;
}
@media(min-width: 1024px) {
dt-article {
font-size: 20px;
}
}
/* H1 */
dt-article h1 {
margin-top: 18px;
font-weight: 400;
font-size: 40px;
line-height: 1em;
font-family: HoeflerText-Regular, Cochin, Georgia, serif;
}
@media(min-width: 768px) {
dt-article h1 {
font-size: 46px;
margin-top: 48px;
margin-bottom: 12px;
}
}
@media(min-width: 1080px) {
.centered h1 {
text-align: center;
}
dt-article h1 {
font-size: 50px;
letter-spacing: -0.02em;
}
dt-article > h1:first-of-type,
dt-article section > h1:first-of-type {
margin-top: 80px;
}
}
@media(min-width: 1200px) {
dt-article h1 {
font-size: 56px;
}
dt-article > h1:first-of-type {
margin-top: 100px;
}
}
/* H2 */
dt-article h2 {
font-family: HoeflerText-Regular, Cochin, Georgia, serif;
font-weight: 400;
font-size: 26px;
line-height: 1.25em;
margin-top: 36px;
margin-bottom: 24px;
}
@media(min-width: 1024px) {
dt-article h2 {
margin-top: 48px;
font-size: 30px;
}
}
dt-article h1 + h2 {
font-weight: 300;
font-size: 20px;
line-height: 1.4em;
margin-top: 8px;
font-style: normal;
}
@media(min-width: 1080px) {
.centered h1 + h2 {
text-align: center;
}
dt-article h1 + h2 {
margin-top: 12px;
font-size: 24px;
}
}
/* H3 */
dt-article h3 {
font-family: HoeflerText-Regular, Georgia, serif;
font-weight: 400;
font-size: 20px;
line-height: 1.4em;
margin-top: 36px;
margin-bottom: 18px;
font-style: italic;
}
dt-article h1 + h3 {
margin-top: 48px;
}
@media(min-width: 1024px) {
dt-article h3 {
font-size: 26px;
}
}
/* H4 */
dt-article h4 {
font-weight: 600;
text-transform: uppercase;
font-size: 14px;
line-height: 1.4em;
}
dt-article a {
color: inherit;
}
dt-article p,
dt-article ul,
dt-article ol {
margin-bottom: 24px;
font-family: Georgia, serif;
}
dt-article p b,
dt-article ul b,
dt-article ol b {
-webkit-font-smoothing: antialiased;
}
dt-article a {
border-bottom: 1px solid rgba(0, 0, 0, 0.4);
text-decoration: none;
}
dt-article a:hover {
border-bottom: 1px solid rgba(0, 0, 0, 0.8);
}
dt-article .link {
text-decoration: underline;
cursor: pointer;
}
dt-article ul,
dt-article ol {
padding-left: 24px;
}
dt-article li {
margin-bottom: 24px;
margin-left: 0;
padding-left: 0;
}
dt-article pre {
font-size: 14px;
margin-bottom: 20px;
}
dt-article hr {
border: none;
border-bottom: 1px solid rgba(0, 0, 0, 0.2);
margin-top: 60px;
margin-bottom: 60px;
}
dt-article section {
margin-top: 60px;
margin-bottom: 60px;
}
/* Tables */
dt-article table {
border-collapse: collapse;
}
dt-article table th {
border-bottom: 1px solid rgba(0, 0, 0, 0.1);
}
dt-article table td {
border-bottom: 1px solid rgba(0, 0, 0, 0.05);
}
dt-article table th,
dt-article table td {
font-size: 15px;
padding: 2px 0;
}
/* Figure */
dt-article figure {
position: relative;
margin-top: 30px;
margin-bottom: 30px;
}
@media(min-width: 1024px) {
dt-article figure {
margin-top: 48px;
margin-bottom: 48px;
}
}
dt-article figure img {
width: 100%;
}
dt-article figure svg text,
dt-article figure svg tspan {
}
dt-article figure figcaption {
color: rgba(0, 0, 0, 0.6);
font-size: 12px;
line-height: 1.5em;
}
@media(min-width: 1024px) {
dt-article figure figcaption {
font-size: 13px;
}
}
dt-article figure.external img {
background: white;
border: 1px solid rgba(0, 0, 0, 0.1);
box-shadow: 0 1px 8px rgba(0, 0, 0, 0.1);
padding: 18px;
box-sizing: border-box;
}
dt-article figure figcaption a {
color: rgba(0, 0, 0, 0.6);
}
dt-article span.equation-mimic {
font-family: georgia;
font-size: 115%;
font-style: italic;
}
dt-article figure figcaption b {
font-weight: 600;
color: rgba(0, 0, 0, 1.0);
}
dt-article > dt-code,
dt-article section > dt-code {
display: block;
}
dt-article .citation {
color: #668;
cursor: pointer;
}
dt-include {
width: auto;
display: block;
}
/**
* prism.js default theme for JavaScript, CSS and HTML
* Based on dabblet (http://dabblet.com)
* @author Lea Verou
*/
code {
white-space: nowrap;
background: rgba(0, 0, 0, 0.04);
border-radius: 2px;
padding: 4px 7px;
font-size: 15px;
color: rgba(0, 0, 0, 0.6);
}
pre code {
display: block;
background: white;
border-left: 3px solid rgba(0, 0, 0, 0.05);
padding: 0 0 0 24px;
}
code[class*="language-"],
pre[class*="language-"] {
text-shadow: 0 1px white;
font-family: Consolas, Monaco, 'Andale Mono', 'Ubuntu Mono', monospace;
text-align: left;
white-space: pre;
word-spacing: normal;
word-break: normal;
word-wrap: normal;
line-height: 1.5;
-moz-tab-size: 4;
-o-tab-size: 4;
tab-size: 4;
-webkit-hyphens: none;
-moz-hyphens: none;
-ms-hyphens: none;
hyphens: none;
}
pre[class*="language-"]::-moz-selection, pre[class*="language-"] ::-moz-selection,
code[class*="language-"]::-moz-selection, code[class*="language-"] ::-moz-selection {
text-shadow: none;
background: #b3d4fc;
}
pre[class*="language-"]::selection, pre[class*="language-"] ::selection,
code[class*="language-"]::selection, code[class*="language-"] ::selection {
text-shadow: none;
background: #b3d4fc;
}
@media print {
code[class*="language-"],
pre[class*="language-"] {
text-shadow: none;
}
}
/* Code blocks */
pre[class*="language-"] {
overflow: auto;
}
:not(pre) > code[class*="language-"],
pre[class*="language-"] {
}
/* Inline code */
:not(pre) > code[class*="language-"] {
white-space: normal;
}
.token.comment,
.token.prolog,
.token.doctype,
.token.cdata {
color: slategray;
}
.token.punctuation {
color: #999;
}
.namespace {
opacity: .7;
}
.token.property,
.token.tag,
.token.boolean,
.token.number,
.token.constant,
.token.symbol,
.token.deleted {
color: #905;
}
.token.selector,
.token.attr-name,
.token.string,
.token.char,
.token.builtin,
.token.inserted {
color: #690;
}
.token.operator,
.token.entity,
.token.url,
.language-css .token.string,
.style .token.string {
color: #a67f59;
background: hsla(0, 0%, 100%, .5);
}
.token.atrule,
.token.attr-value,
.token.keyword {
color: #07a;
}
.token.function {
color: #DD4A68;
}