{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,26]],"date-time":"2026-07-26T04:51:11Z","timestamp":1785041471734,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":31,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,10,8]],"date-time":"2024-10-08T00:00:00Z","timestamp":1728345600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Czech Science Foundation (GA?R)","award":["22-21696S"],"award-info":[{"award-number":["22-21696S"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,10,8]]},"DOI":"10.1145\/3640457.3688179","type":"proceedings-article","created":{"date-parts":[[2024,10,8]],"date-time":"2024-10-08T15:39:28Z","timestamp":1728401968000},"page":"975-980","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["On Interpretability of Linear Autoencoders"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-7763-5575","authenticated-orcid":false,"given":"Martin","family":"Spi\u0161\u00e1k","sequence":"first","affiliation":[{"name":"Recombee, Czech Republic"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5482-0886","authenticated-orcid":false,"given":"Radek","family":"Bartyzal","sequence":"additional","affiliation":[{"name":"GLAMI, Czech Republic"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1963-0283","authenticated-orcid":false,"given":"Anton\u00edn","family":"Hoskovec","sequence":"additional","affiliation":[{"name":"GLAMI, Czech Republic and Department of Physics, Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Czech Republic"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8082-4509","authenticated-orcid":false,"given":"Ladislav","family":"Pe\u0161ka","sequence":"additional","affiliation":[{"name":"Department of Software Engineering, Faculty of Mathematics and Physics, Charles University, Czech Republic"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2024,10,8]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2988450.2988454"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"crossref","unstructured":"Evangelia Christakopoulou and George Karypis. 2014. HOSLIM: Higher-Order Sparse LInear Method for Top-N Recommender Systems. In Advances in Knowledge Discovery and Data Mining Vincent\u00a0S. Tseng Tu\u00a0Bao Ho Zhi-Hua Zhou Arbee L.\u00a0P. Chen and Hung-Yu Kao (Eds.). Springer International Publishing Cham 38\u201349.","DOI":"10.1007\/978-3-319-06605-9_4"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1587\/transfun.E92.A.708"},{"key":"e_1_3_2_2_4_1","unstructured":"The\u00a0BARS Community. 2023. BarsMatch: A Benchmark for Candidate Item Matching. https:\/\/openbenchmark.github.io\/BARS\/candidate_matching\/"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959190"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186183"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3543507.3583349"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2827872"},{"key":"e_1_3_2_2_9_1","first-page":"3367","article-title":"Matrix completion and low-rank SVD via fast alternating least squares","volume":"16","author":"Hastie J.","year":"2014","unstructured":"Trevor\u00a0J. Hastie, Rahul Mazumder, J. Lee, and Reza\u00a0Bosagh Zadeh. 2014. Matrix completion and low-rank SVD via fast alternating least squares. Journal of machine learning research : JMLR 16 (2014), 3367\u20133402.","journal-title":"Journal of machine learning research : JMLR"},{"key":"e_1_3_2_2_10_1","unstructured":"Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang and Meng Wang. 2020. LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation. arxiv:2002.02126\u00a0[cs.IR]"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3551468"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3418480"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-021-09314-7"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467428"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186150"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2003.1167344"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482291"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2012.110"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2011.134"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3651170"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371831"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3604915.3608827"},{"key":"e_1_3_2_2_24_1","unstructured":"Harald Steck. 2019. Collaborative Filtering via High-Dimensional Regression. arxiv:1904.13033\u00a0[cs.IR]"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313710"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.5555\/3454287.3454778"},{"key":"e_1_3_2_2_27_1","volume-title":"Advances in Neural Information Processing Systems, H.\u00a0Larochelle, M.\u00a0Ranzato, R.\u00a0Hadsell, M.F. Balcan, and H.\u00a0Lin (Eds.). Vol.\u00a033. Curran Associates","author":"Steck Harald","year":"1959","unstructured":"Harald Steck. 2020. Autoencoders that don't overfit towards the Identity. In Advances in Neural Information Processing Systems, H.\u00a0Larochelle, M.\u00a0Ranzato, R.\u00a0Hadsell, M.F. Balcan, and H.\u00a0Lin (Eds.). Vol.\u00a033. Curran Associates, Inc., 19598\u201319608. https:\/\/proceedings.neurips.cc\/paper_files\/paper\/2020\/file\/e33d974aae13e4d877477d51d8bafdc4-Paper.pdf"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3460231.3474273"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3551482"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331267"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/2835776.2835837"}],"event":{"name":"RecSys '24: 18th ACM Conference on Recommender Systems","location":"Bari Italy","acronym":"RecSys '24","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGAI ACM Special Interest Group on Artificial Intelligence","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGIR ACM Special Interest Group on Information Retrieval","SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["18th ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3640457.3688179","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3640457.3688179","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T00:58:33Z","timestamp":1750294713000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3640457.3688179"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,8]]},"references-count":31,"alternative-id":["10.1145\/3640457.3688179","10.1145\/3640457"],"URL":"https:\/\/doi.org\/10.1145\/3640457.3688179","relation":{},"subject":[],"published":{"date-parts":[[2024,10,8]]},"assertion":[{"value":"2024-10-08","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}