{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:09:47Z","timestamp":1750219787955,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":6,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,1,4]],"date-time":"2023-01-04T00:00:00Z","timestamp":1672790400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,1,4]]},"DOI":"10.1145\/3570991.3571042","type":"proceedings-article","created":{"date-parts":[[2023,1,5]],"date-time":"2023-01-05T04:13:03Z","timestamp":1672891983000},"page":"297-298","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Efficient Hessian-based DNN Optimization via Chain-Rule Approximation"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0272-6596","authenticated-orcid":false,"given":"Alessandro","family":"Temperoni","sequence":"first","affiliation":[{"name":"University of Luxembourg, Luxembourg"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0218-2413","authenticated-orcid":false,"given":"Mauro","family":"Dalle Lucca Tosi","sequence":"additional","affiliation":[{"name":"University of Luxembourg, Luxembourg"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4067-7609","authenticated-orcid":false,"given":"Martin","family":"Theobald","sequence":"additional","affiliation":[{"name":"University of Luxembourg, Luxembourg"}]}],"member":"320","published-online":{"date-parts":[[2023,1,4]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"12th USENIX symposium on operating systems design and implementation (OSDI 16)","author":"Abadi Mart\u00edn","year":"2016","unstructured":"Mart\u00edn Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, 2016. TensorFlow: a system for Large-Scale machine learning. In 12th USENIX symposium on operating systems design and implementation (OSDI 16). 265\u2013283."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"crossref","unstructured":"Prateek Jain and Purushottam Kar. 2017. Non-convex Optimization for Machine Learning.Foundations and Trends in Machine Learning(2017).","DOI":"10.1561\/9781680833690"},{"key":"e_1_3_2_1_3_1","unstructured":"Andrej Karpathy. 2015. char-rnn. https:\/\/github.com\/karpathy\/char-rnn."},{"key":"e_1_3_2_1_4_1","volume-title":"Kingma and Jimmy Ba","author":"P.","year":"2015","unstructured":"Diederik\u00a0P. Kingma and Jimmy Ba. 2015. Adam: A Method for Stochastic Optimization.CoRR abs\/1412.6980(2015)."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","unstructured":"Herbert\u00a0E. Robbins. 1951. A Stochastic Approximation Method. Annals of Mathematical Statistics(1951).","DOI":"10.1214\/aoms\/1177729586"},{"key":"e_1_3_2_1_6_1","volume-title":"Proceedings of Machine Learning Research, Neil Lawrence (Ed.). Vol.\u00a0157","author":"Skorski Maciej","year":"2021","unstructured":"Maciej Skorski, Alessandro Temperoni, and Martin Theobald. 2021. Revisiting Weight Initialization of Deep Neural Networks.. In Proceedings of Machine Learning Research, Neil Lawrence (Ed.). Vol.\u00a0157. 16\u00a0pages."}],"event":{"name":"CODS-COMAD 2023: 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD)","acronym":"CODS-COMAD 2023","location":"Mumbai India"},"container-title":["Proceedings of the 6th Joint International Conference on Data Science &amp; Management of Data (10th ACM IKDD CODS and 28th COMAD)"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3570991.3571042","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3570991.3571042","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:37:54Z","timestamp":1750178274000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3570991.3571042"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1,4]]},"references-count":6,"alternative-id":["10.1145\/3570991.3571042","10.1145\/3570991"],"URL":"https:\/\/doi.org\/10.1145\/3570991.3571042","relation":{},"subject":[],"published":{"date-parts":[[2023,1,4]]},"assertion":[{"value":"2023-01-04","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}