{"@attributes":{"name":"David Reeb","pid":"129\/1561","n":"27"},"person":{"@attributes":{"key":"homepages\/129\/1561","mdate":"2013-05-02"},"author":"David Reeb"},"r":[{"inproceedings":{"@attributes":{"key":"conf\/aistats\/FlynnR25","mdate":"2025-08-12"},"author":["Hamish Flynn","David Reeb"],"title":"Tighter Confidence Bounds for Sequential Kernel Regression.","pages":"3844-3852","year":"2025","booktitle":"AISTATS","ee":"https:\/\/proceedings.mlr.press\/v258\/flynn25a.html","crossref":"conf\/aistats\/2025","url":"db\/conf\/aistats\/aistats2025.html#FlynnR25","stream":"streams\/conf\/aistats"}},{"article":{"@attributes":{"publtype":"informal","key":"journals\/corr\/abs-2403-12732","mdate":"2024-04-11"},"author":["Hamish Flynn","David Reeb"],"title":"Tighter Confidence Bounds for Sequential Kernel Regression.","year":"2024","volume":"abs\/2403.12732","journal":"CoRR","ee":"https:\/\/doi.org\/10.48550\/arXiv.2403.12732","url":"db\/journals\/corr\/corr2403.html#abs-2403-12732"}},{"article":{"@attributes":{"key":"journals\/pami\/FlynnRKP23","mdate":"2023-11-28"},"author":["Hamish Flynn","David Reeb","Melih Kandemir","Jan Peters 0001"],"title":"PAC-Bayes Bounds for Bandit Problems: A Survey and Experimental Comparison.","pages":"15308-15327","year":"2023","month":"December","volume":"45","journal":"IEEE Trans. Pattern Anal. Mach. Intell.","number":"12","ee":"https:\/\/doi.org\/10.1109\/TPAMI.2023.3305381","url":"db\/journals\/pami\/pami45.html#FlynnRKP23"}},{"article":{"@attributes":{"key":"journals\/quantum\/MullerHermesNR23","mdate":"2023-12-28"},"author":["Alexander M\u00fcller-Hermes","Ion Nechita","David Reeb"],"title":"A refinement of Reznick's Positivstellensatz with applications to quantum information theory.","pages":"1001","year":"2023","month":"May","volume":"7","journal":"Quantum","ee":"https:\/\/doi.org\/10.22331\/q-2023-05-12-1001","url":"db\/journals\/quantum\/quantum7.html#MullerHermesNR23"}},{"inproceedings":{"@attributes":{"key":"conf\/nips\/FlynnRKP23","mdate":"2024-03-01"},"author":["Hamish Flynn","David Reeb","Melih Kandemir","Jan R. Peters"],"title":"Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures.","year":"2023","booktitle":"NeurIPS","ee":"http:\/\/papers.nips.cc\/paper_files\/paper\/2023\/hash\/8db0d67d22e0ec08c95b810be3a66907-Abstract-Conference.html","crossref":"conf\/nips\/2023","url":"db\/conf\/nips\/neurips2023.html#FlynnRKP23"}},{"inproceedings":{"@attributes":{"key":"conf\/uai\/ReebPBSG23","mdate":"2023-08-28"},"author":["David Reeb","Kanil Patel","Karim Said Barsim","Martin Schiegg","Sebastian Gerwinn"],"title":"Validation of composite systems by discrepancy propagation.","pages":"1730-1740","year":"2023","booktitle":"UAI","ee":"https:\/\/proceedings.mlr.press\/v216\/reeb23a.html","crossref":"conf\/uai\/2023","url":"db\/conf\/uai\/uai2023.html#ReebPBSG23"}},{"article":{"@attributes":{"publtype":"informal","key":"journals\/corr\/abs-2309-14298","mdate":"2023-10-17"},"author":["Hamish Flynn","David Reeb","Melih Kandemir","Jan Peters 0001"],"title":"Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures.","year":"2023","volume":"abs\/2309.14298","journal":"CoRR","ee":"https:\/\/doi.org\/10.48550\/arXiv.2309.14298","url":"db\/journals\/corr\/corr2309.html#abs-2309-14298"}},{"article":{"@attributes":{"key":"journals\/datamine\/FlynnRKP22","mdate":"2022-06-23"},"author":["Hamish Flynn","David Reeb","Melih Kandemir","Jan Peters 0001"],"title":"PAC-Bayesian lifelong learning for multi-armed bandits.","pages":"841-876","year":"2022","volume":"36","journal":"Data Min. Knowl. Discov.","number":"2","ee":"https:\/\/doi.org\/10.1007\/s10618-022-00825-4","url":"db\/journals\/datamine\/datamine36.html#FlynnRKP22"}},{"inproceedings":{"@attributes":{"key":"conf\/iclr\/NonnenmacherPSR22","mdate":"2022-08-20"},"author":["Manuel Nonnenmacher","Thomas Pfeil","Ingo Steinwart","David Reeb"],"title":"SOSP: Efficiently Capturing Global Correlations by Second-Order Structured Pruning.","year":"2022","booktitle":"ICLR","ee":"https:\/\/openreview.net\/forum?id=t5EmXZ3ZLR","crossref":"conf\/iclr\/2022","url":"db\/conf\/iclr\/iclr2022.html#NonnenmacherPSR22"}},{"inproceedings":{"@attributes":{"key":"conf\/icml\/NonnenmacherOSR22","mdate":"2022-07-12"},"author":["Manuel T. Nonnenmacher","Lukas Oldenburg","Ingo Steinwart","David Reeb"],"title":"Utilizing Expert Features for Contrastive Learning of Time-Series Representations.","pages":"16969-16989","year":"2022","booktitle":"ICML","ee":"https:\/\/proceedings.mlr.press\/v162\/nonnenmacher22a.html","crossref":"conf\/icml\/2022","url":"db\/conf\/icml\/icml2022.html#NonnenmacherOSR22"}},{"article":{"@attributes":{"publtype":"informal","key":"journals\/corr\/abs-2203-03303","mdate":"2022-03-16"},"author":["Hamish Flynn","David Reeb","Melih Kandemir","Jan Peters 0001"],"title":"PAC-Bayesian Lifelong Learning For Multi-Armed Bandits.","year":"2022","volume":"abs\/2203.03303","journal":"CoRR","ee":"https:\/\/doi.org\/10.48550\/arXiv.2203.03303","url":"db\/journals\/corr\/corr2203.html#abs-2203-03303"}},{"article":{"@attributes":{"publtype":"informal","key":"journals\/corr\/abs-2206-11517","mdate":"2022-06-27"},"author":["Manuel Nonnenmacher","Lukas Oldenburg","Ingo Steinwart","David Reeb"],"title":"Utilizing Expert Features for Contrastive Learning of Time-Series Representations.","year":"2022","volume":"abs\/2206.11517","journal":"CoRR","ee":"https:\/\/doi.org\/10.48550\/arXiv.2206.11517","url":"db\/journals\/corr\/corr2206.html#abs-2206-11517"}},{"article":{"@attributes":{"publtype":"informal","key":"journals\/corr\/abs-2210-12061","mdate":"2023-08-17"},"author":["David Reeb","Kanil Patel","Karim Said Barsim","Martin Schiegg","Sebastian Gerwinn"],"title":"Validation of Composite Systems by Discrepancy Propagation.","year":"2022","volume":"abs\/2210.12061","journal":"CoRR","ee":"https:\/\/doi.org\/10.48550\/arXiv.2210.12061","url":"db\/journals\/corr\/corr2210.html#abs-2210-12061"}},{"article":{"@attributes":{"publtype":"informal","key":"journals\/corr\/abs-2211-16110","mdate":"2022-12-02"},"author":["Hamish Flynn","David Reeb","Melih Kandemir","Jan Peters 0001"],"title":"PAC-Bayes Bounds for Bandit Problems: A Survey and Experimental Comparison.","year":"2022","volume":"abs\/2211.16110","journal":"CoRR","ee":"https:\/\/doi.org\/10.48550\/arXiv.2211.16110","url":"db\/journals\/corr\/corr2211.html#abs-2211-16110"}},{"inproceedings":{"@attributes":{"key":"conf\/pkdd\/NonnenmacherRS21","mdate":"2021-09-16"},"author":["Manuel Nonnenmacher","David Reeb","Ingo Steinwart"],"title":"Which Minimizer Does My Neural Network Converge To?","pages":"87-102","year":"2021","booktitle":"ECML\/PKDD (3)","ee":"https:\/\/doi.org\/10.1007\/978-3-030-86523-8_6","crossref":"conf\/pkdd\/2021-3","url":"db\/conf\/pkdd\/pkdd2021-3.html#NonnenmacherRS21"}},{"article":{"@attributes":{"publtype":"informal","key":"journals\/corr\/abs-2110-11395","mdate":"2021-10-28"},"author":["Manuel Nonnenmacher","Thomas Pfeil","Ingo Steinwart","David Reeb"],"title":"SOSP: Efficiently Capturing Global Correlations by Second-Order Structured Pruning.","year":"2021","volume":"abs\/2110.11395","journal":"CoRR","ee":"https:\/\/arxiv.org\/abs\/2110.11395","url":"db\/journals\/corr\/corr2110.html#abs-2110-11395"}},{"inproceedings":{"@attributes":{"key":"conf\/nips\/LindingerRLR20","mdate":"2021-01-19"},"author":["Jakob Lindinger","David Reeb","Christoph Lippert","Barbara Rakitsch"],"title":"Beyond the Mean-Field: Structured Deep Gaussian Processes Improve the Predictive Uncertainties.","year":"2020","booktitle":"NeurIPS","ee":"https:\/\/proceedings.neurips.cc\/paper\/2020\/hash\/60a70bb05b08d6cd95deb3bdb750dce8-Abstract.html","crossref":"conf\/nips\/2020","url":"db\/conf\/nips\/neurips2020.html#LindingerRLR20"}},{"article":{"@attributes":{"publtype":"informal","key":"journals\/corr\/abs-2005-11110","mdate":"2020-05-29"},"author":["Jakob Lindinger","David Reeb","Christoph Lippert","Barbara Rakitsch"],"title":"Beyond the Mean-Field: Structured Deep Gaussian Processes Improve the Predictive Uncertainties.","year":"2020","volume":"abs\/2005.11110","journal":"CoRR","ee":"https:\/\/arxiv.org\/abs\/2005.11110","url":"db\/journals\/corr\/corr2005.html#abs-2005-11110"}},{"article":{"@attributes":{"publtype":"informal","key":"journals\/corr\/abs-2011-02408","mdate":"2020-11-09"},"author":["Manuel Nonnenmacher","David Reeb","Ingo Steinwart"],"title":"Which Minimizer Does My Neural Network Converge To?","year":"2020","volume":"abs\/2011.02408","journal":"CoRR","ee":"https:\/\/arxiv.org\/abs\/2011.02408","url":"db\/journals\/corr\/corr2011.html#abs-2011-02408"}},{"article":{"@attributes":{"key":"journals\/tit\/HircheR18","mdate":"2020-03-10"},"author":["Christoph Hirche","David Reeb"],"title":"Bounds on Information Combining With Quantum Side Information.","pages":"4739-4757","year":"2018","volume":"64","journal":"IEEE Trans. Inf. Theory","number":"7","ee":["https:\/\/doi.org\/10.1109\/TIT.2018.2842180","https:\/\/www.wikidata.org\/entity\/Q62579370"],"url":"db\/journals\/tit\/tit64.html#HircheR18"}},{"inproceedings":{"@attributes":{"key":"conf\/isit\/HircheR18","mdate":"2018-08-21"},"author":["Christoph Hirche","David Reeb"],"title":"Bounds on Information Combining with Quantum Side Information.","pages":"896-900","year":"2018","booktitle":"ISIT","ee":"https:\/\/doi.org\/10.1109\/ISIT.2018.8437773","crossref":"conf\/isit\/2018","url":"db\/conf\/isit\/isit2018.html#HircheR18"}},{"inproceedings":{"@attributes":{"key":"conf\/nips\/ReebDGR18","mdate":"2021-01-21"},"author":["David Reeb","Andreas Doerr","Sebastian Gerwinn","Barbara Rakitsch"],"title":"Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization Bounds.","pages":"3341-3351","year":"2018","booktitle":"NeurIPS","ee":["https:\/\/proceedings.neurips.cc\/paper\/2018\/hash\/d43ab110ab2489d6b9b2caa394bf920f-Abstract.html","http:\/\/papers.nips.cc\/paper\/7594-learning-gaussian-processes-by-minimizing-pac-bayesian-generalization-bounds"],"crossref":"conf\/nips\/2018","url":"db\/conf\/nips\/nips2018.html#ReebDGR18"}},{"article":{"@attributes":{"publtype":"informal","key":"journals\/corr\/abs-1810-12263","mdate":"2018-11-01"},"author":["David Reeb","Andreas Doerr","Sebastian Gerwinn","Barbara Rakitsch"],"title":"Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization Bounds.","year":"2018","volume":"abs\/1810.12263","journal":"CoRR","ee":"http:\/\/arxiv.org\/abs\/1810.12263","url":"db\/journals\/corr\/corr1810.html#abs-1810-12263"}},{"article":{"@attributes":{"publtype":"informal","key":"journals\/corr\/HircheR17","mdate":"2018-08-13"},"author":["Christoph Hirche","David Reeb"],"title":"Bounds on Information Combining With Quantum Side Information.","year":"2017","volume":"abs\/1706.09752","journal":"CoRR","ee":"http:\/\/arxiv.org\/abs\/1706.09752","url":"db\/journals\/corr\/corr1706.html#HircheR17"}},{"article":{"@attributes":{"key":"journals\/tit\/Muller-HermesRW15","mdate":"2020-09-18"},"author":["Alexander M\u00fcller-Hermes","David Reeb","Michael M. Wolf"],"title":"Quantum Subdivision Capacities and Continuous-Time Quantum Coding.","pages":"565-581","year":"2015","volume":"61","journal":"IEEE Trans. Inf. Theory","number":"1","ee":"https:\/\/doi.org\/10.1109\/TIT.2014.2366456","url":"db\/journals\/tit\/tit61.html#Muller-HermesRW15"}},{"article":{"@attributes":{"key":"journals\/tit\/ReebW15","mdate":"2020-03-10"},"author":["David Reeb","Michael M. Wolf"],"title":"Tight Bound on Relative Entropy by Entropy Difference.","pages":"1458-1473","year":"2015","volume":"61","journal":"IEEE Trans. Inf. Theory","number":"3","ee":"https:\/\/doi.org\/10.1109\/TIT.2014.2387822","url":"db\/journals\/tit\/tit61.html#ReebW15"}},{"article":{"@attributes":{"publtype":"informal","key":"journals\/corr\/abs-1304-0036","mdate":"2018-08-13"},"author":["David Reeb","Michael M. Wolf"],"title":"Tight bound on relative entropy by entropy difference","ee":"http:\/\/arxiv.org\/abs\/1304.0036","year":"2013","journal":"CoRR","volume":"abs\/1304.0036","url":"db\/journals\/corr\/corr1304.html#abs-1304-0036"}}],"coauthors":{"@attributes":{"n":"19","nc":"3"},"co":[{"@attributes":{"c":"0"},"na":"Karim Said Barsim"},{"@attributes":{"c":"0"},"na":"Andreas Doerr"},{"@attributes":{"c":"0"},"na":"Hamish Flynn"},{"@attributes":{"c":"0"},"na":"Sebastian Gerwinn"},{"@attributes":{"c":"-1"},"na":"Christoph Hirche"},{"@attributes":{"c":"0"},"na":"Melih Kandemir"},{"@attributes":{"c":"0"},"na":"Jakob Lindinger"},{"@attributes":{"c":"0"},"na":"Christoph Lippert"},{"@attributes":{"c":"2"},"na":"Alexander M\u00fcller-Hermes"},{"@attributes":{"c":"2"},"na":"Ion Nechita"},{"@attributes":{"c":"1","n":"2"},"na":["Manuel Nonnenmacher","Manuel T. Nonnenmacher"]},{"@attributes":{"c":"1"},"na":"Lukas Oldenburg"},{"@attributes":{"c":"0"},"na":"Kanil Patel"},{"@attributes":{"c":"0","n":"2"},"na":["Jan Peters 0001","Jan R. Peters"]},{"@attributes":{"c":"1"},"na":"Thomas Pfeil"},{"@attributes":{"c":"0"},"na":"Barbara Rakitsch"},{"@attributes":{"c":"0"},"na":"Martin Schiegg"},{"@attributes":{"c":"1"},"na":"Ingo Steinwart"},{"@attributes":{"c":"2"},"na":"Michael M. Wolf"}]}}