[ {
  "@graph" : [ {
    "@id" : "https://openreview.net/forum?id=u3sssLLu4y&referrer=",
    "https://sense-nets.xyz/hasZoteroItemType" : [ {
      "@value" : "conferencePaper"
    } ]
  }, {
    "@id" : "https://w3id.org/np/RA7XjzRLoMcPrDu3gZTqotvYYe-qL-wd---Pzyvh-6UWk#assertion",
    "http://purl.org/dc/terms/creator" : [ {
      "@id" : "https://w3id.org/np/RAoSadUw99CeqDlR2400018nqTzR_38fT86OrTzk16Vts"
    } ],
    "http://purl.org/spar/cito/discusses" : [ {
      "@id" : "https://openreview.net/forum?id=u3sssLLu4y&referrer="
    } ],
    "http://www.w3.org/2000/01/rdf-schema#comment" : [ {
      "@value" : " #ICML2024\nWeight decay regularizes weights to be low-rank\n+ increases alignment between laters\nGood labels end with low rank middle layer weights\nThis doesn't happen with random labels\nhttps://openreview.net/forum?id=u3sssLLu4y&referrer=%5Bthe%20profile%20of%20Samuel%20Wheeler%5D(%2Fprofile%3Fid%3D~Samuel_Wheeler1) \n@kkpatelnmh @PedroSavarese @iammattwalters https://twitter.com/LChoshen/status/1816819564002304091/photo/1\n\n"
    } ],
    "https://schema.org/keywords" : [ {
      "@value" : "ICML2024"
    }, {
      "@value" : "alignment"
    }, {
      "@value" : "lowrank"
    }, {
      "@value" : "machinelearning"
    }, {
      "@value" : "weightdecay"
    } ],
    "https://sense-nets.xyz/summarizes" : [ {
      "@id" : "https://openreview.net/forum?id=u3sssLLu4y&referrer="
    } ]
  } ],
  "@id" : "https://w3id.org/np/RA7XjzRLoMcPrDu3gZTqotvYYe-qL-wd---Pzyvh-6UWk#assertion"
}, {
  "@graph" : [ {
    "@id" : "https://w3id.org/np/RA7XjzRLoMcPrDu3gZTqotvYYe-qL-wd---Pzyvh-6UWk",
    "@type" : [ "http://www.nanopub.org/nschema#Nanopublication" ],
    "http://www.nanopub.org/nschema#hasAssertion" : [ {
      "@id" : "https://w3id.org/np/RA7XjzRLoMcPrDu3gZTqotvYYe-qL-wd---Pzyvh-6UWk#assertion"
    } ],
    "http://www.nanopub.org/nschema#hasProvenance" : [ {
      "@id" : "https://w3id.org/np/RA7XjzRLoMcPrDu3gZTqotvYYe-qL-wd---Pzyvh-6UWk#provenance"
    } ],
    "http://www.nanopub.org/nschema#hasPublicationInfo" : [ {
      "@id" : "https://w3id.org/np/RA7XjzRLoMcPrDu3gZTqotvYYe-qL-wd---Pzyvh-6UWk#pubinfo"
    } ]
  } ],
  "@id" : "https://w3id.org/np/RA7XjzRLoMcPrDu3gZTqotvYYe-qL-wd---Pzyvh-6UWk#head"
}, {
  "@graph" : [ {
    "@id" : "https://sense-nets.xyz/",
    "@type" : [ "http://www.w3.org/ns/prov#SoftwareAgent" ],
    "http://www.w3.org/ns/prov#actedOnBehalfOf" : [ {
      "@id" : "https://w3id.org/np/RAoSadUw99CeqDlR2400018nqTzR_38fT86OrTzk16Vts"
    } ]
  }, {
    "@id" : "https://w3id.org/np/RA7XjzRLoMcPrDu3gZTqotvYYe-qL-wd---Pzyvh-6UWk#activity",
    "@type" : [ "https://sense-nets.xyz/supervisedActivity" ],
    "http://www.w3.org/ns/prov#wasAssociatedWith" : [ {
      "@id" : "https://sense-nets.xyz/"
    } ]
  }, {
    "@id" : "https://w3id.org/np/RA7XjzRLoMcPrDu3gZTqotvYYe-qL-wd---Pzyvh-6UWk#assertion",
    "http://www.w3.org/ns/prov#linksTo" : [ {
      "@id" : "https://x.com/LChoshen/status/1816819564002304091"
    } ],
    "http://www.w3.org/ns/prov#wasAssociatedWith" : [ {
      "@id" : "https://x.com/LChoshen"
    } ],
    "http://www.w3.org/ns/prov#wasAttributedTo" : [ {
      "@id" : "https://orcid.org/0000-0002-0085-6496"
    }, {
      "@id" : "https://w3id.org/np/RAoSadUw99CeqDlR2400018nqTzR_38fT86OrTzk16Vts"
    } ],
    "http://www.w3.org/ns/prov#wasGeneratedBy" : [ {
      "@id" : "https://w3id.org/np/RA7XjzRLoMcPrDu3gZTqotvYYe-qL-wd---Pzyvh-6UWk#activity"
    } ]
  }, {
    "@id" : "https://w3id.org/np/RAoSadUw99CeqDlR2400018nqTzR_38fT86OrTzk16Vts",
    "http://xmlns.com/foaf/0.1/account" : [ {
      "@id" : "https://orcid.org/0000-0002-0085-6496"
    }, {
      "@id" : "https://x.com/LChoshen"
    } ]
  } ],
  "@id" : "https://w3id.org/np/RA7XjzRLoMcPrDu3gZTqotvYYe-qL-wd---Pzyvh-6UWk#provenance"
}, {
  "@graph" : [ {
    "@id" : "https://w3id.org/np/RA7XjzRLoMcPrDu3gZTqotvYYe-qL-wd---Pzyvh-6UWk",
    "http://purl.org/dc/terms/created" : [ {
      "@type" : "http://www.w3.org/2001/XMLSchema#dateTime",
      "@value" : "2024-09-12T18:44:50.152Z"
    } ],
    "http://purl.org/dc/terms/creator" : [ {
      "@id" : "https://w3id.org/np/RAoSadUw99CeqDlR2400018nqTzR_38fT86OrTzk16Vts"
    } ],
    "http://purl.org/dc/terms/license" : [ {
      "@id" : "https://creativecommons.org/licenses/by/4.0/"
    } ],
    "http://purl.org/nanopub/x/hasNanopubType" : [ {
      "@id" : "https://sense-nets.xyz/SemanticPost"
    } ],
    "http://purl.org/nanopub/x/wasCreatedAt" : [ {
      "@id" : "https://sense-nets.xyz/"
    } ],
    "http://www.w3.org/2000/01/rdf-schema#label" : [ {
      "@value" : "CoSMO Semantic Post"
    } ],
    "http://www.w3.org/ns/prov#wasAttributedTo" : [ {
      "@id" : "https://orcid.org/0000-0002-0085-6496"
    } ],
    "https://sense-nets.xyz/hasRootSigner" : [ {
      "@value" : "0xf6ECcfD463afB464dcC85b051DF2E93E2646E6D2"
    } ]
  }, {
    "@id" : "https://w3id.org/np/RA7XjzRLoMcPrDu3gZTqotvYYe-qL-wd---Pzyvh-6UWk#sig",
    "http://purl.org/nanopub/x/hasAlgorithm" : [ {
      "@value" : "RSA"
    } ],
    "http://purl.org/nanopub/x/hasPublicKey" : [ {
      "@value" : "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEArHtI92jm8pAYVsvJabxLGfOT+7G0JyJGh2gwjB5x2pFPga6wWTd+rNBWWUZViIFnaJrBEsJpgdnoupLU9ppwn+khMiGRfxqGsDDzwHcj3Jc75CRys7d3etwXdBdoXfBgjsJiZBazwm13idr6tljRrC1TaEJBnRQAqzBw9cLDeGY77cSznzXT39feUGT168dpCSE9O6u/48DvvWVqciHGsH9cQ+LroJJVsMrorwtsdZnAK+q48wtIP6pIpw5shSJ5LnA0qeN/f4TvTFDV6ItYIXjiWWpTECc/Bxmfnyat3B5xWCu9nvz8fEs7Ns0TuzQwT3/K55iSKDEIi/E0nO97xwIDAQAB"
    } ],
    "http://purl.org/nanopub/x/hasSignature" : [ {
      "@value" : "Q/hcs0IsrhgfmeBO64uz4EH5qhcyTixKRpmd91KMpQjCkrBa/i+gr70jn80Sy1Zvx7KOQaLn4CMyVquhsL9CwwOfCA9kzxCzB7A4RD5DMrGIxNEpsy+j4RmuTKeiMMLnxjjwGj0q3muT8pCL4MHNlILwk6H8kBD8D5srQ42/AZG/NzRDr23hmPR9eFsQEim2BZKo7f1v/FbaYsFVUEwQqQpoy90jwVVhRJOsx4MLglKaveKHIhQBSpWfqOGVJg2PxCOhv/M6/sx8C7Do/j1uQYUNs6bxegbXz9KSHmPAbIh0OFAlFJAIRR/XxQ/7ALZ4C/KeGfO9XMuGF8ui/IY9wQ=="
    } ],
    "http://purl.org/nanopub/x/hasSignatureTarget" : [ {
      "@id" : "https://w3id.org/np/RA7XjzRLoMcPrDu3gZTqotvYYe-qL-wd---Pzyvh-6UWk"
    } ],
    "http://purl.org/nanopub/x/singedBy" : [ {
      "@id" : "https://sense-nets.xyz/"
    } ],
    "http://www.w3.org/ns/prov#wasAssociatedWith" : [ {
      "@id" : "https://w3id.org/np/RAoSadUw99CeqDlR2400018nqTzR_38fT86OrTzk16VtssigningDelegation"
    } ]
  }, {
    "@id" : "https://w3id.org/np/RAoSadUw99CeqDlR2400018nqTzR_38fT86OrTzk16Vts",
    "http://xmlns.com/foaf/0.1/account" : [ {
      "@id" : "https://orcid.org/0000-0002-0085-6496"
    } ],
    "http://xmlns.com/foaf/0.1/name" : [ {
      "@value" : "Leshem Choshen 🤖🤗 @ICML wanna talk?"
    } ]
  } ],
  "@id" : "https://w3id.org/np/RA7XjzRLoMcPrDu3gZTqotvYYe-qL-wd---Pzyvh-6UWk#pubinfo"
} ]