{"id":16,"date":"2012-05-06T09:30:57","date_gmt":"2012-05-06T06:30:57","guid":{"rendered":"http:\/\/www.eng.biu.ac.il\/goldbej\/?page_id=16"},"modified":"2025-09-29T09:19:09","modified_gmt":"2025-09-29T06:19:09","slug":"16-2","status":"publish","type":"page","link":"https:\/\/www.eng.biu.ac.il\/goldbej\/","title":{"rendered":""},"content":{"rendered":"<p><a href=\"http:\/\/www.eng.biu.ac.il\/goldbej\/files\/2022\/08\/JacobGoldberger.jpg\" class=\"thickbox no_icon\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1580 alignright\" src=\"http:\/\/www.eng.biu.ac.il\/goldbej\/files\/2022\/08\/JacobGoldberger.jpg\" alt=\"\" width=\"137\" height=\"137\" \/><\/a>Jacob Goldberger<br \/>\n\u05d9\u05e2\u05e7\u05d1 \u05d2\u05d5\u05dc\u05d3\u05d1\u05e8\u05d2\u05e8<br \/>\n<a href=\"https:\/\/engineering.biu.ac.il\/en\"> Faculty of Engineering<br \/>\n<\/a><a href=\"https:\/\/www.biu.ac.il\/en\"> Bar Ilan University, <\/a> Israel<br \/>\njacob.goldberger at biu.ac.il<\/p>\n<p style=\"font-size: 20px\">statistical machine learning and deep learning algorithms<\/p>\n<p>My research deals with developing and analyzing efficient and effective machine learning and deep learning algorithms and applying these algorithms to a large variety of applications such as computer vision, signal processing, medical image processing, speech processing, and natural language processing.<\/p>\n<p>I'm actively looking for strong and motivated PhD and MSc students to join my lab. Check out my recent publications to get an idea of the topics i'm most interested in. <a href=\"http:\/\/www.eng.biu.ac.il\/goldbej\/students#prospective\"> Information for prospective students <\/a><\/p>\n<p>My <a title=\"opens in new window\" href=\"https:\/\/scholar.google.co.il\/citations?user=vgzrOK4AAAAJ&amp;hl=en\" target=\"_blank\" rel=\"noopener noreferrer\">Google Scholar<\/a> page, <a href=\"https:\/\/dblp.uni-trier.de\/pers\/hd\/g\/Goldberger:Jacob\">DBLP<\/a> page and <a href=\"http:\/\/www.eng.biu.ac.il\/goldbej\/files\/2025\/09\/Jacob_CV.pdf\">CV<\/a><\/p>\n<p>Recent Publications:<\/p>\n<ul>\n<li><a href=\"http:\/\/www.eng.biu.ac.il\/goldbej\/files\/2025\/02\/Bar_Yaacovi_ISBI_2025.pdf\">Source-free domain adaptation with pseudo-labeling quality assessed by SAM in Fundus image segmentation<\/a>, Bar Yaacovi and Jacob Goldberger, IEEE International Symposium on Biomedical Imaging (ISBI), 2025.<\/li>\n<li><a href=\"http:\/\/www.eng.biu.ac.il\/goldbej\/files\/2025\/06\/Rotem_MIDL_2025_final_version.pdf\">Clinical measurements with calibrated instance-dependent confidence intervals<\/a>, Rotem Nizhar, Lior Frenkel and Jacob Goldberger, Medical Imaging with Deep Learning (MIDL), 2025.<\/li>\n<li><a href=\"http:\/\/www.eng.biu.ac.il\/goldbej\/files\/2025\/04\/Lior_ICASSP_2025pdf.pdf\">Automatic detection of domain shifts in speech enhancement systems using confidence-based metrics<\/a>, Lior Frenkel, Shlomo E. Chazan and Jacob Goldberger, IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), 2025.<\/li>\n<li><a href=\"http:\/\/www.eng.biu.ac.il\/goldbej\/files\/2025\/04\/frsip.pdf\">Auditory attention decoding based on neural-network for binaural beamforming applications<\/a>, Roy Gueta, Elana Zion-Golumbic, Jacob Goldberger and Sharon Gannot, Frontiers in Signal Processing, 2025.<\/li>\n<li><a href=\"http:\/\/www.eng.biu.ac.il\/goldbej\/files\/2025\/07\/Coby_Noisy_CP_COPA.pdf\">Conformal prediction of classifiers with many classes based on noisy labels<\/a>, Coby Penso, Jacob Goldberger and Ethan Fetaya, Symposium on Conformal and Probabilistic Prediction with Applications (COPA), 2025. Best student paper award.<\/li>\n<li><a href=\"http:\/\/www.eng.biu.ac.il\/goldbej\/files\/2025\/07\/Coby_DP_COPA_2025_Final_2.pdf\">Privacy-preserving conformal prediction under local differential privacy<\/a>, Coby Penso, Bar Mahpud, Jacob Goldberger and Or Sheffet, Symposium on Conformal and Probabilistic Prediction with Applications (COPA), 2025.<\/li>\n<li><a href=\"http:\/\/www.eng.biu.ac.il\/goldbej\/files\/2025\/07\/Shachar_COPA_SFDA_CP.pdf\">Calibrating without labels: source-free conformal prediction using pseudo-labels<\/a>, Shachar Angelman, Rotem Nizhar and Jacob Goldberger, Symposium on Conformal and Probabilistic Prediction with Applications (COPA), 2025.<\/li>\n<\/ul>\n<p>I'm a member of the <a href=\"http:\/\/dsai.biu.ac.il\/\">Bar-Ilan Data Science Institute. <\/a><\/p>\n<p>My <a href=\"http:\/\/www.oakland.edu\/enp\"> Erd\u00f6s Number<\/a> is 2.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Jacob Goldberger \u05d9\u05e2\u05e7\u05d1 \u05d2\u05d5\u05dc\u05d3\u05d1\u05e8\u05d2\u05e8 Faculty of Engineering Bar Ilan University, Israel jacob.goldberger at biu.ac.il statistical machine learning and deep learning algorithms My research deals with developing and analyzing efficient and effective machine learning and deep learning algorithms and applying these algorithms to a large variety of applications such as computer vision, signal processing, medical image &hellip; <a href=\"https:\/\/www.eng.biu.ac.il\/goldbej\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\"><\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":15,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-16","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.eng.biu.ac.il\/goldbej\/wp-json\/wp\/v2\/pages\/16"}],"collection":[{"href":"https:\/\/www.eng.biu.ac.il\/goldbej\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.eng.biu.ac.il\/goldbej\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.eng.biu.ac.il\/goldbej\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/www.eng.biu.ac.il\/goldbej\/wp-json\/wp\/v2\/comments?post=16"}],"version-history":[{"count":217,"href":"https:\/\/www.eng.biu.ac.il\/goldbej\/wp-json\/wp\/v2\/pages\/16\/revisions"}],"predecessor-version":[{"id":2055,"href":"https:\/\/www.eng.biu.ac.il\/goldbej\/wp-json\/wp\/v2\/pages\/16\/revisions\/2055"}],"wp:attachment":[{"href":"https:\/\/www.eng.biu.ac.il\/goldbej\/wp-json\/wp\/v2\/media?parent=16"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}