{"id":452,"date":"2010-07-11T01:02:52","date_gmt":"2010-07-11T05:02:52","guid":{"rendered":"https:\/\/scottaaronson.blog\/?p=452"},"modified":"2010-07-11T01:02:52","modified_gmt":"2010-07-11T05:02:52","slug":"the-generalized-linial-nisan-conjecture-is-false","status":"publish","type":"post","link":"https:\/\/scottaaronson.blog\/?p=452","title":{"rendered":"The Generalized Linial-Nisan Conjecture is false"},"content":{"rendered":"<p>In a <a href=\"https:\/\/scottaaronson.blog\/?p=381\">post<\/a> a year and a half ago, I offered a prize of $200 for proving something called the Generalized Linial-Nisan Conjecture, which basically said that almost k-wise independent distributions fool AC<sup>0<\/sup> circuits.\u00a0 (Go over to that post if you want to know what that means and why I cared about it.)<\/p>\n<p>Well, I&#8217;m pleased to report that that&#8217;s a particular $200 I&#8217;ll never have to pay.\u00a0 I just uploaded a new preprint to ECCC, entitled <a href=\"http:\/\/eccc.uni-trier.de\/report\/2010\/109\/\">A Counterexample to the Generalized Linial-Nisan Conjecture<\/a>.\u00a0 (That&#8217;s the great thing about research: no matter what happens, you get a paper out of it.)<\/p>\n<p>A couple friends commented that it was wise to name the ill-fated conjecture after other people rather than myself.\u00a0  (Then again, who the hell names a conjecture after themselves?)<\/p>\n<p>If you don&#8217;t feel like <a href=\"http:\/\/eccc.uni-trier.de\/report\/2010\/109\/download\">downloading the ECCC preprint<\/a>, but do feel like scrolling down, here&#8217;s the abstract (with a few links inserted):<\/p>\n<blockquote><p>In <a href=\"http:\/\/www.scottaaronson.com\/papers\/bqpph.pdf\">earlier work<\/a>, we gave an oracle separating the  relational versions of BQP and the polynomial hierarchy, and showed that  an oracle separating the decision versions would follow from what we  called the <em>Generalized Linial-Nisan (GLN) Conjecture<\/em>: that  &#8220;almost k-wise independent&#8221; distributions are indistinguishable from the  uniform distribution by constant-depth circuits.  The original  Linial-Nisan Conjecture was recently <a href=\"http:\/\/www.cs.toronto.edu\/~mbraverm\/Papers\/FoolAC0v7.pdf\">proved by Braverman<\/a>; we offered a  $200 prize for the generalized version.  In this paper, we save  ourselves $200 by showing that the GLN Conjecture is false, at least for  circuits of depth 3 and higher.<br \/>\nAs a byproduct, our counterexample also implies that \u03a0<sub>2<\/sub><sup>p<\/sup>\u2284P<sup>NP<\/sup>  relative to a random oracle with probability 1.  It has been  conjectured since the 1980s that PH is infinite relative to a random  oracle, but the best previous result was NP\u2260coNP relative to a random  oracle.<br \/>\nFinally, our counterexample implies that the <a href=\"http:\/\/www.cs.huji.ac.il\/~nati\/PAPERS\/lmn.pdf\">famous results<\/a> of  Linial, Mansour, and Nisan, on the structure of AC<sup>0<\/sup>  functions, cannot be improved in several interesting respects.<\/p><\/blockquote>\n<p>To dispel any confusion, the $200 prize still stands for the original problem that the GLN Conjecture was meant to solve: namely, giving an oracle relative to which BQP is not in PH.\u00a0  As I say in the paper, I remain optimistic about the prospects for solving <em>that<\/em> problem by a different approach, such as an elegant one <a href=\"http:\/\/www.cs.caltech.edu\/~umans\/papers\/FU10.pdf\">recently proposed<\/a> by Bill Fefferman and Chris Umans.\u00a0  Also, it&#8217;s still possible that the GLN Conjecture is true for depth-<em>two<\/em> AC<sup>0<\/sup> circuits (i.e., DNF formulas).\u00a0 If so, that would imply the existence of an oracle relative to which BQP is not in AM&#8212;already a 17-year-old open problem&#8212;and net a respectable $100.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In a post a year and a half ago, I offered a prize of $200 for proving something called the Generalized Linial-Nisan Conjecture, which basically said that almost k-wise independent distributions fool AC0 circuits.\u00a0 (Go over to that post if you want to know what that means and why I cared about it.) Well, I&#8217;m [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[5,18,9],"tags":[],"class_list":["post-452","post","type-post","status-publish","format-standard","hentry","category-complexity","category-embarrassing-myself","category-mistake-of-the-week"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/scottaaronson.blog\/index.php?rest_route=\/wp\/v2\/posts\/452","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/scottaaronson.blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/scottaaronson.blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/scottaaronson.blog\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/scottaaronson.blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=452"}],"version-history":[{"count":0,"href":"https:\/\/scottaaronson.blog\/index.php?rest_route=\/wp\/v2\/posts\/452\/revisions"}],"wp:attachment":[{"href":"https:\/\/scottaaronson.blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=452"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/scottaaronson.blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=452"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/scottaaronson.blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=452"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}