{"id":1313,"date":"2026-03-31T12:06:49","date_gmt":"2026-03-31T12:06:49","guid":{"rendered":"https:\/\/jerteh.rs\/?p=1313"},"modified":"2026-03-31T12:06:51","modified_gmt":"2026-03-31T12:06:51","slug":"%d0%bd%d0%b0%d1%98%d0%b0%d0%b2%d0%b0-%d1%81%d0%b5%d0%bc%d0%b8%d0%bd%d0%b0%d1%80%d0%b0-%d0%b7%d0%b0-%d0%b2%d0%b5%d1%88%d1%82%d0%b0%d1%87%d0%ba%d1%83-%d0%b8%d0%bd%d1%82%d0%b5%d0%bb%d0%b8%d0%b3%d0%b5","status":"publish","type":"post","link":"https:\/\/jerteh.rs\/index.php\/1313\/","title":{"rendered":"\u041d\u0430\u0458\u0430\u0432\u0430 \u0421\u0435\u043c\u0438\u043d\u0430\u0440\u0430 \u0437\u0430 \u0432\u0435\u0448\u0442\u0430\u0447\u043a\u0443 \u0438\u043d\u0442\u0435\u043b\u0438\u0433\u0435\u043d\u0446\u0438\u0458\u0443 \u041c\u0418\u0421\u0410\u041d\u0423"},"content":{"rendered":"\n

sreda, 01.04.2026. u 19:00, onlajn
Milica Ga\u0161i\u0107
redovni profesor, Univerzitet Hajnrih Hajne, Dizeldorf, Nema\u010dka<\/p>\n\n\n\n

ANALOGIJE, BOL I GEOMETRIJA INTELIGENCIJE: TRI POGLEDA NA (NENADGLEDANO)
U\u010cENJE<\/p>\n\n\n\n

Rezime: Nedavni napredak u velikim jezi\u010dkim modelima i ve\u0161ta\u010dkim agentima
ponovo je otvorio osnovna pitanja o tome kako se inteligencija u\u010di,
strukturira i predstavlja. U ovom preglednom predavanju predstavi\u0107u tri
komplementarne perspektive na ova pitanja. Prvo, govori\u0107u o \u0161umovitim
oznakama (noisy labels), razmatraju\u0107i kako modeli mogu u\u010diti i
generalizovati uprkos nesavr\u0161enim ili nepreciznim podacima, koriste\u0107i se
analogijama. Drugo, predstavi\u0107u kako inspiracija ljudskim bolom i
averzivnim signalima mo\u017ee doprineti efikasnijem u\u010denju putem potkrepljenja
(reinforcement learning), posmatraju\u0107i bol kao mehanizam za oblikovanje
dinamike u\u010denja, a ne samo za optimizaciju nagrade. Tre\u0107e, pokaza\u0107u \u0161ta
geometrija prostora reprezentacije u velikim jezi\u010dkim modelima otkriva o
preprilago\u0111avanju (overfitting), konvergenciji i, na kraju, o \u201egrokovanju”
(dubokom razumevanju). Iako se razlikuju po fokusu, ove perspektive
zajedno doprinose dubljem razumevanju prirode nenadgledanog u\u010denja.<\/p>\n\n\n\n

Bio: Milica Ga\u0161i\u0107 je redovan profesor na Univerzitetu Hajnrih Hajne u
Dizeldorfu, Nema\u010dka. Pre stupanja na ovu poziciju, bila je vo\u0111a
istra\u017eiva\u010dke grupe na Univerzitetu u Sarlandu, Nema\u010dka, a pre toga
predava\u010d na Univerzitetu u Kembrid\u017eu, Velika Britanija. Njena istra\u017eivanja
usmerena su na osnovna pitanja modelovanja dijaloga izme\u0111u \u010doveka i
ra\u010dunara i dodiruju obradu prirodnog jesika, masinsko u\u010denje, topolo\u0161ku
analizu podataka, kao i kompjutersku psihologiju. Dobitnica je sredstava
za projekt Evropskog istra\u017eiva\u010dkog saveta (ERC Starting Grant), nagrade
Aleksandar fon Humbolt fondacije Sofja Kovalevskaja i kao i Lamarr
stipendije. Ga\u0161i\u0107eva je bila potpredsednica SIGDIAL-a u periodu 2021-2024
i \u010dlanica je Me\u0111unarodnog nau\u010dnog savetodavnog odbora DFKI, kao i \u010dlanica
organizacija ACL, ELLIS i vi\u0161a \u010dlanica IEEE.<\/p>\n\n\n\n

<\/p>\n\n\n\n

\u0414\u0435\u0442\u0430\u0459\u043d\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0458\u0435 \u043e \u043f\u0440\u0430\u045b\u0435\u045a\u0443 \u043f\u0440\u0435\u0434\u0430\u0432\u0430\u045a\u0430 \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u0435 \u0441\u0443 \u043d\u0430 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0438 \u0421\u0435\u043c\u0438\u043d\u0430\u0440\u0430:<\/p>\n\n\n\n

\nhttps:\/\/miteam.mi.sanu.ac.rs\/asset\/DPP9i2jhvYzp8dmRe\n<\/div><\/figure>\n\n\n\n

\u0423\u043f\u0443\u0442\u0441\u0442\u0432\u043e \u0437\u0430 \u043f\u0440\u0438\u0441\u0442\u0443\u043f:<\/p>\n\n\n\n

1. \u0410\u043a\u0442\u0438\u0432\u043d\u043e \u0443\u0447\u0435\u0448\u045b\u0435 \u0438 \u0435\u0432\u0438\u0434\u0435\u043d\u0446\u0438\u0458\u0430 (\u0437\u0430 \u0432\u0435\u045b \u0440\u0435\u0433\u0438\u0441\u0442\u0440\u043e\u0432\u0430\u043d\u0435 \u0443\u0447\u0435\u0441\u043d\u0438\u043a\u0435)
\u041f\u043e\u0442\u0440\u0435\u0431\u043d\u043e \u0458\u0435 \u0434\u0430 \u0441\u0435 \u043f\u0440\u0438\u0458\u0430\u0432\u0438\u0442\u0435 \u043f\u0443\u0442\u0435\u043c \u043b\u0438\u043d\u043a\u0430:
https:\/\/miteam.mi.sanu.ac.rs\/asset\/hR9vL94nD6QE8qQZj<\/a><\/p>\n\n\n\n

2. \u0420\u0435\u0433\u0438\u0441\u0442\u0440\u0430\u0446\u0438\u0458\u0430 (\u0437\u0430 \u043d\u043e\u0432\u0435 \u0443\u0447\u0435\u0441\u043d\u0438\u043a\u0435)
\u0423\u043a\u043e\u043b\u0438\u043a\u043e \u0434\u043e \u0441\u0430\u0434\u0430 \u043d\u0438\u0441\u0442\u0435 \u0443\u0447\u0435\u0441\u0442\u0432\u043e\u0432\u0430\u043b\u0438, \u043f\u043e\u043f\u0443\u043d\u0438\u0442\u0435 \u0444\u043e\u0440\u043c\u0443 \u043d\u0430:
https:\/\/miteam.mi.sanu.ac.rs\/asset\/CW5nJWDSEZDj7p32p<\/a><\/p>\n\n\n\n

3. \u041f\u0440\u0430\u045b\u0435\u045a\u0435 \u0431\u0435\u0437 \u0435\u0432\u0438\u0434\u0435\u043d\u0446\u0438\u0458\u0435 (\u0441\u0430\u043c\u043e \u043f\u0440\u0435\u0433\u043b\u0435\u0434 \u0438 \u0447\u0435\u0442)
\u041f\u0440\u0435\u0434\u0430\u0432\u0430\u045a\u0443 \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u0440\u0438\u0441\u0442\u0443\u043f\u0438\u0442\u0438 \u0434\u0438\u0440\u0435\u043a\u0442\u043d\u043e \u043f\u0443\u0442\u0435\u043c \u043b\u0438\u043d\u043a\u0430:
https:\/\/miteam.mi.sanu.ac.rs\/call\/hR9vL94nD6QE8qQZj\/xET9GcPMyR08nqH8lnS3SE7N5Vf00H7Lp9EBhsv6Lti<\/a>
__________________________________________________________________<\/p>\n","protected":false},"excerpt":{"rendered":"

sreda, 01.04.2026. u 19:00, onlajnMilica Ga\u0161i\u0107redovni profesor, Univerzitet Hajnrih Hajne, Dizeldorf, Nema\u010dka ANALOGIJE, BOL I GEOMETRIJA INTELIGENCIJE: TRI POGLEDA NA (NENADGLEDANO)U\u010cENJE Rezime: Nedavni napredak u velikim jezi\u010dkim modelima i ve\u0161ta\u010dkim agentimaponovo je otvorio osnovna pitanja o tome kako se inteligencija u\u010di,strukturira i predstavlja. U ovom preglednom predavanju predstavi\u0107u trikomplementarne perspektive…<\/p>\n

\u041f\u0440\u043e\u0447\u0438\u0442\u0430\u0458\u0442\u0435 \u0432\u0438\u0448\u0435<\/i><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-1313","post","type-post","status-publish","format-standard","hentry","category-vesti"],"_links":{"self":[{"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/posts\/1313","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/comments?post=1313"}],"version-history":[{"count":1,"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/posts\/1313\/revisions"}],"predecessor-version":[{"id":1314,"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/posts\/1313\/revisions\/1314"}],"wp:attachment":[{"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/media?parent=1313"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/categories?post=1313"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jerteh.rs\/index.php\/wp-json\/wp\/v2\/tags?post=1313"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}