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<urlset xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:image="http://www.google.com/schemas/sitemap-image/1.1" xsi:schemaLocation="http://www.sitemaps.org/schemas/sitemap/0.9 http://www.sitemaps.org/schemas/sitemap/0.9/sitemap.xsd"><url><loc>https://apparenthorizons.com/2025/12/31/statues-of-2025/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2025/12/img_6253-2.jpg</image:loc><image:title>IMG_6253</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2025/12/d216d9a8-eb72-4a7d-a97a-c40988b0f7f6_resized-1.jpg</image:loc><image:title>D216D9A8-EB72-4A7D-A97A-C40988B0F7F6_resized</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2025/12/img_6253-1.jpg</image:loc><image:title>IMG_6253</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2025/12/img_6253.jpg</image:loc><image:title>IMG_6253</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2025/12/img_6458.jpg</image:loc><image:title>IMG_6458</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2025/12/img_6960.jpg</image:loc><image:title>IMG_6960</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2025/12/img_7256.jpg</image:loc><image:title>IMG_7256</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2025/12/img_7253.jpg</image:loc><image:title>IMG_7253</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2025/12/d216d9a8-eb72-4a7d-a97a-c40988b0f7f6_resized.jpg</image:loc><image:title>D216D9A8-EB72-4A7D-A97A-C40988B0F7F6_resized</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2025/12/img_7358.jpg</image:loc><image:title>IMG_7358</image:title></image:image><lastmod>2025-12-31T18:47:44+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/research/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2023/01/screen-shot-2023-01-06-at-12.57.25-pm.jpg</image:loc><image:title>Screen Shot 2023-01-06 at 12.57.25 PM</image:title></image:image><lastmod>2025-01-10T20:12:05+00:00</lastmod><changefreq>weekly</changefreq><priority>0.6</priority></url><url><loc>https://apparenthorizons.com/2024/12/11/neurips-2024/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2024/12/2024-11-13_greg_ver_steeg_01.jpg</image:loc><image:title>Greg Ver Steeg	Associate Professor 	CSE(UCR/Stan Lim)</image:title><image:caption>Greg Ver Steeg	
Associate Professor 	
CSE
(UCR/Stan Lim)</image:caption></image:image><lastmod>2024-12-11T02:53:23+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2023/12/29/one-more-before-24/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2023/12/148af4eaf83f5c1b67f5dc7c3412ab7d.webp</image:loc><image:title>148af4eaf83f5c1b67f5dc7c3412ab7d</image:title></image:image><lastmod>2023-12-29T23:56:23+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/about/</loc><lastmod>2023-01-06T21:05:47+00:00</lastmod><changefreq>weekly</changefreq><priority>0.6</priority></url><url><loc>https://apparenthorizons.com/2022/12/30/uc-in-2023/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2022/12/41524_2022_889_fig1_html.png.webp</image:loc><image:title>41524_2022_889_fig1_html.png</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2022/12/astronaut.jpg</image:loc><image:title>astronaut</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2022/12/cover-entropy-v24-i12.webp</image:loc><image:title>cover-entropy-v24-i12</image:title></image:image><lastmod>2022-12-30T23:03:11+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2022/01/22/accelerating-graph-learning/</loc><lastmod>2022-04-18T23:33:51+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2021/01/12/fairly-accurate-machine-learning/</loc><lastmod>2021-01-12T05:19:07+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2020/06/03/improving-generalization-by-preventing-memorization-in-neural-networks/</loc><lastmod>2020-06-03T20:34:50+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2019/06/01/icml-and-mixhop/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2019/06/screenshot-2019-06-01-14.46.19.jpg</image:loc><image:title>Screenshot 2019-06-01 14.46.19</image:title><image:caption>MixHop architecture</image:caption></image:image><lastmod>2019-06-01T21:50:52+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2018/11/16/no-blog-iversary-update/</loc><lastmod>2019-01-29T18:10:32+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2018/11/19/fairness-and-information/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2018/11/binary-confederate-rip.png</image:loc><image:title>binary confederate rip</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2018/11/binary-confederate-rip-bw.png</image:loc><image:title>binary confederate rip bw</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2018/11/binary-confederate.png</image:loc><image:title>binary confederate</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2018/11/vae_mnist.png</image:loc><image:title>vae_mnist</image:title></image:image><lastmod>2018-11-19T17:48:51+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2017/11/12/macro-causality-and-social-science/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2017/10/screen-shot-2017-10-04-at-8-30-17-pm.jpg</image:loc><image:title>social science macro</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2017/10/screen-shot-2017-10-04-at-8-29-33-pm.jpg</image:loc><image:title>fine-grain switch</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2017/10/screen-shot-2017-10-04-at-8-29-22-pm.jpg</image:loc><image:title>light switch</image:title></image:image><lastmod>2019-05-14T03:49:01+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2017/10/12/the-grue-problem-and-deep-learning/</loc><lastmod>2018-09-14T17:23:05+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2017/03/21/gene-expression-updates/</loc><lastmod>2017-06-07T13:11:07+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2016/10/04/cancer-in-the-time-of-algorithms/</loc><lastmod>2016-12-09T19:18:07+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2016/09/04/premature-optimization-optimization/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2016/09/docker2.png</image:loc><image:title>The docker whale</image:title></image:image><lastmod>2016-10-08T22:42:29+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2016/06/22/icml-2016-slides/</loc><lastmod>2016-06-22T15:01:25+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2016/05/05/the-information-sieve/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2016/04/sieve2.png</image:loc><image:title>The Information Sieve</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2016/04/sieve.png</image:loc><image:title>The Information Sieve</image:title></image:image><lastmod>2016-06-09T00:16:55+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2013/10/21/clusters-quantums-and-other-updates/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2013/10/screen-shot-2013-10-21-at-11-49-28-am.png</image:loc><image:title>Information-theoretic clustering</image:title><image:caption>Using information theory to find clusters is a nice idea, but previous attempts were wrong, and would only work for carefully hand-picked examples. Our method works for arbitrarily sized clusters.</image:caption></image:image><lastmod>2016-06-08T15:29:54+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2016/05/11/psychedelic-starfish/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2016/04/bear.png</image:loc><image:title>Abstract bear</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2016/04/starfish.png</image:loc><image:title>Abstract starfish</image:title></image:image><lastmod>2016-06-22T03:28:40+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2016/05/02/shannons-bandwagon/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2016/05/screen-shot-2016-05-01-at-10-53-53-am.png</image:loc><image:title>The Bandwagon</image:title></image:image><lastmod>2016-05-02T20:12:54+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2016/05/01/the-truth-is-out-there/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2016/04/alien.png</image:loc><image:title>Alien?</image:title></image:image><lastmod>2016-04-30T00:21:03+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2016/04/30/joshua-tree-parable/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2016/04/img_0041.jpg</image:loc><image:title>IMG_0041</image:title></image:image><lastmod>2016-04-30T02:19:14+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2015/11/01/learning-succinct-and-informative-representations-part-1-of-3/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2015/11/corex_special_case.png</image:loc><image:title>CorEx special case</image:title><image:caption>This shows the Venn diagram for a special case where Y explains correlations between two variables, X_1, X_2. In that case, the objective reduces to the triple information and is maximized if X1 and X2 are conditionally independent given Y. </image:caption></image:image><lastmod>2015-11-01T21:25:06+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2015/04/15/deep-learning-for-insights/</loc><lastmod>2015-09-26T18:26:37+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2015/07/20/the-information-sieve-with-bonus-eigen-faces/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2015/07/eigenfaces.png</image:loc><image:title>eigenfaces</image:title><image:caption>Some eigen-faces learned with the information sieve.</image:caption></image:image><lastmod>2015-09-23T19:02:42+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2014/05/05/correlation-explanation-preview/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2014/05/screen-shot-2015-03-10-at-10-33-14-am.png</image:loc><image:title>Big 5 personality traits</image:title></image:image><lastmod>2015-03-10T17:35:13+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2015/03/10/teaser-learning-with-informative-representations/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2015/03/screen-shot-2015-03-10-at-10-27-38-am.png</image:loc><image:title>unsupervised digit clustering</image:title></image:image><lastmod>2015-03-10T17:29:54+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2013/04/15/correlation-doesnt-imply-causation-but-some-correlations-imply-at-least-some-causation/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2013/04/bell2.png</image:loc><image:title>Bell inequality for networks</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2013/04/bell_comparison.png</image:loc><image:title>Bell inequality for networks</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2013/04/mechanisms.png</image:loc><image:title>influence or homophily</image:title></image:image><lastmod>2013-10-21T19:16:43+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2013/07/05/non-parametric-entropy-estimation-toolbox-npeet/</loc><lastmod>2013-07-05T16:44:56+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2013/05/20/aistats-contagion-in-social-networks/</loc><lastmod>2013-05-20T22:22:08+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2013/04/15/my-facebook-network/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2013/03/facebook_network.jpg</image:loc><image:title>Greg Ver Steeg's Facebook network</image:title></image:image><lastmod>2013-04-15T19:19:03+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2013/03/21/black-holes/</loc><lastmod>2013-03-22T05:21:04+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2013/01/31/information-transfer-between-humans/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2013/01/cappucino.png</image:loc><image:title>cappucino</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2013/01/screen-shot-2013-01-30-at-5-35-03-pm.png</image:loc><image:title>probability</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2013/01/screen-shot-2013-01-30-at-5-34-34-pm.png</image:loc><image:title>borscht</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2013/01/screen-shot-2013-01-30-at-5-31-01-pm.png</image:loc><image:title>noisy channel</image:title></image:image><lastmod>2013-01-31T02:25:14+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2012/09/14/new-preprint-influence-based-on-content/</loc><lastmod>2012-09-14T01:48:40+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2012/05/02/misspellings-for-google/</loc><lastmod>2012-05-02T22:37:55+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2012/03/14/a-busy-month/</loc><lastmod>2012-03-14T20:17:13+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2012/02/15/cs-599-and-me-drinking-kool-aid/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2012/02/4-up-on-2-15-12-at-12-15-pm-5.jpg</image:loc><image:title>4-up on 2-15-12 at 12.15 PM #5</image:title></image:image><lastmod>2012-02-15T20:35:03+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2011/10/29/its-official/</loc><lastmod>2011-11-04T17:44:00+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2011/10/13/decoding-the-twitter-brain/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2011/10/soccer.png</image:loc><image:title>soccer</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2011/10/drugs.png</image:loc><image:title>drugs</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2011/10/screen-shot-2011-10-12-at-11-52-03-am.png</image:loc><image:title>Screen Shot 2011-10-12 at 11.52.03 AM</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2011/10/bieber.png</image:loc><image:title>bieber</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2011/10/screen-shot-2011-10-12-at-11-55-30-am.png</image:loc><image:title>Screen Shot 2011-10-12 at 11.55.30 AM</image:title></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2011/10/screen-shot-2011-10-12-at-11-57-39-am.png</image:loc><image:title>BoogieFonzarelli</image:title></image:image><lastmod>2011-10-13T17:42:39+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2011/06/09/bell-inequalities-for-social-networks/</loc><lastmod>2011-08-12T23:07:45+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2011/07/20/quick-uai-update/</loc><lastmod>2011-07-20T12:25:44+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2011/06/03/slightly-updated-isi-page/</loc><lastmod>2011-06-05T15:17:09+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2008/12/02/throne/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2008/12/photo-123.jpg</image:loc><image:title>photo-123</image:title></image:image><lastmod>2011-04-25T23:19:24+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2008/12/02/bayesian-top-title-learner/</loc><lastmod>2011-04-25T23:19:20+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2008/12/02/light-bulbs/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2008/12/lightbulb.jpg</image:loc><image:title>lightbulb</image:title><image:caption>Historical light bulbs on display at the Huntington Library</image:caption></image:image><lastmod>2011-04-25T23:19:15+00:00</lastmod><changefreq>monthly</changefreq></url><url><loc>https://apparenthorizons.com/2009/01/01/christmas-pics/</loc><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2009/01/img_2543.jpg</image:loc><image:title>img_2543</image:title><image:caption>Nephew with Eebee</image:caption></image:image><image:image><image:loc>https://apparenthorizons.com/wp-content/uploads/2009/01/img_2523.jpg</image:loc><image:title>Lappy 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