[{"title":"New approaches for almost-sure termination of probabilistic programs","day":"01","user_id":"ba8df636-2132-11f1-aed0-ed93e2281fdd","doi":"10.1007/978-3-030-02768-1_11","department":[{"_id":"KrCh"}],"editor":[{"full_name":"Ryu, Sukyoung","last_name":"Ryu","first_name":"Sukyoung"}],"type":"conference","quality_controlled":"1","scopus_import":"1","volume":11275,"abstract":[{"text":"We study the almost-sure termination problem for probabilistic programs. First, we show that supermartingales with lower bounds on conditional absolute difference provide a sound approach for the almost-sure termination problem. Moreover, using this approach we can obtain explicit optimal bounds on tail probabilities of non-termination within a given number of steps. Second, we present a new approach based on Central Limit Theorem for the almost-sure termination problem, and show that this approach can establish almost-sure termination of programs which none of the existing approaches can handle. Finally, we discuss algorithmic approaches for the two above methods that lead to automated analysis techniques for almost-sure termination of probabilistic programs.","lang":"eng"}],"main_file_link":[{"url":"http://arxiv.org/abs/1806.06683","open_access":"1"}],"author":[{"full_name":"Huang, Mingzhang","first_name":"Mingzhang","last_name":"Huang"},{"first_name":"Hongfei","last_name":"Fu","full_name":"Fu, Hongfei"},{"last_name":"Chatterjee","id":"2E5DCA20-F248-11E8-B48F-1D18A9856A87","first_name":"Krishnendu","full_name":"Chatterjee, Krishnendu","orcid":"0000-0002-4561-241X"}],"oa_version":"Preprint","publisher":"Springer","month":"12","isi":1,"year":"2018","conference":{"start_date":"2018-12-02","end_date":"2018-12-06","location":"Wellington, New Zealand","name":"16th Asian Symposium on Programming Languages and Systems, APLAS"},"article_processing_charge":"No","citation":{"apa":"Huang, M., Fu, H., &#38; Chatterjee, K. (2018). New approaches for almost-sure termination of probabilistic programs. In S. Ryu (Ed.) (Vol. 11275, pp. 181–201). Presented at the 16th Asian Symposium on Programming Languages and Systems, APLAS, Wellington, New Zealand: Springer. <a href=\"https://doi.org/10.1007/978-3-030-02768-1_11\">https://doi.org/10.1007/978-3-030-02768-1_11</a>","chicago":"Huang, Mingzhang, Hongfei Fu, and Krishnendu Chatterjee. “New Approaches for Almost-Sure Termination of Probabilistic Programs.” edited by Sukyoung Ryu, 11275:181–201. Springer, 2018. <a href=\"https://doi.org/10.1007/978-3-030-02768-1_11\">https://doi.org/10.1007/978-3-030-02768-1_11</a>.","ama":"Huang M, Fu H, Chatterjee K. New approaches for almost-sure termination of probabilistic programs. In: Ryu S, ed. Vol 11275. Springer; 2018:181-201. doi:<a href=\"https://doi.org/10.1007/978-3-030-02768-1_11\">10.1007/978-3-030-02768-1_11</a>","ieee":"M. Huang, H. Fu, and K. Chatterjee, “New approaches for almost-sure termination of probabilistic programs,” presented at the 16th Asian Symposium on Programming Languages and Systems, APLAS, Wellington, New Zealand, 2018, vol. 11275, pp. 181–201.","mla":"Huang, Mingzhang, et al. <i>New Approaches for Almost-Sure Termination of Probabilistic Programs</i>. Edited by Sukyoung Ryu, vol. 11275, Springer, 2018, pp. 181–201, doi:<a href=\"https://doi.org/10.1007/978-3-030-02768-1_11\">10.1007/978-3-030-02768-1_11</a>.","ista":"Huang M, Fu H, Chatterjee K. 2018. New approaches for almost-sure termination of probabilistic programs. 16th Asian Symposium on Programming Languages and Systems, APLAS, LNCS, vol. 11275, 181–201.","short":"M. Huang, H. Fu, K. Chatterjee, in:, S. Ryu (Ed.), Springer, 2018, pp. 181–201."},"_id":"5679","date_published":"2018-12-01T00:00:00Z","oa":1,"date_created":"2018-12-16T22:59:20Z","date_updated":"2026-04-16T09:54:21Z","intvolume":"     11275","arxiv":1,"alternative_title":["LNCS"],"page":"181-201","project":[{"_id":"25832EC2-B435-11E9-9278-68D0E5697425","grant_number":"S 11407_N23","name":"Rigorous Systems Engineering","call_identifier":"FWF"},{"grant_number":"ICT15-003","_id":"25892FC0-B435-11E9-9278-68D0E5697425","name":"Efficient Algorithms for Computer Aided Verification"}],"language":[{"iso":"eng"}],"publication_identifier":{"isbn":["9783030027674"],"issn":["0302-9743"]},"status":"public","external_id":{"arxiv":["1806.06683"],"isi":["000916310900011"]}}]