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BibTeX records: Soumyadip Ghosh
@article{DBLP:journals/corr/abs-2311-01994, author = {Sanjeeb Dash and Soumyadip Ghosh and Joao Goncalves and Mark S. Squillante}, title = {Obtaining Explainable Classification Models using Distributionally Robust Optimization}, journal = {CoRR}, volume = {abs/2311.01994}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.01994}, doi = {10.48550/ARXIV.2311.01994}, eprinttype = {arXiv}, eprint = {2311.01994}, timestamp = {Wed, 08 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-01994.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/appml/GhoshLN22, author = {Soumyadip Ghosh and Yingdong Lu and Tomasz Nowicki}, title = {On {L2} convergence of the Hamiltonian Monte Carlo}, journal = {Appl. Math. Lett.}, volume = {127}, pages = {107811}, year = {2022}, url = {https://doi.org/10.1016/j.aml.2021.107811}, doi = {10.1016/J.AML.2021.107811}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/appml/GhoshLN22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/GhoshAG22, author = {Soumyadip Ghosh and Bernardo Aquino and Vijay Gupta}, title = {EventGraD: Event-triggered communication in parallel machine learning}, journal = {Neurocomputing}, volume = {483}, pages = {474--487}, year = {2022}, url = {https://doi.org/10.1016/j.neucom.2021.08.143}, doi = {10.1016/J.NEUCOM.2021.08.143}, timestamp = {Sat, 19 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/GhoshAG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigmetrics/GhoshS22, author = {Soumyadip Ghosh and Mark S. Squillante}, title = {Unbiased Gradient Estimation for Robust Optimization}, journal = {{SIGMETRICS} Perform. Evaluation Rev.}, volume = {49}, number = {2}, pages = {39--41}, year = {2022}, url = {https://doi.org/10.1145/3512798.3512813}, doi = {10.1145/3512798.3512813}, timestamp = {Wed, 31 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigmetrics/GhoshS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/ZhangBGS22, author = {Xuhui Zhang and Jos{\'{e}} H. Blanchet and Soumyadip Ghosh and Mark S. Squillante}, editor = {Gustau Camps{-}Valls and Francisco J. R. Ruiz and Isabel Valera}, title = {A Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality}, booktitle = {International Conference on Artificial Intelligence and Statistics, {AISTATS} 2022, 28-30 March 2022, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {151}, pages = {3794--3820}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v151/zhang22a.html}, timestamp = {Sat, 30 Sep 2023 09:34:08 +0200}, biburl = {https://dblp.org/rec/conf/aistats/ZhangBGS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/GhoshS22, author = {Soumyadip Ghosh and Mark S. Squillante}, title = {Distributionally Robust Optimization for Input Model Uncertainty in Simulation-Based Decision Making}, booktitle = {Winter Simulation Conference, {WSC} 2022, Singapore, December 11-14, 2022}, pages = {2294--2305}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/WSC57314.2022.10015427}, doi = {10.1109/WSC57314.2022.10015427}, timestamp = {Wed, 08 Feb 2023 22:09:21 +0100}, biburl = {https://dblp.org/rec/conf/wsc/GhoshS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-02266, author = {Soumyadip Ghosh and Yingdong Lu and Tomasz J. Nowicki}, title = {Polynomial convergence of iterations of certain random operators in Hilbert space}, journal = {CoRR}, volume = {abs/2202.02266}, year = {2022}, url = {https://arxiv.org/abs/2202.02266}, eprinttype = {arXiv}, eprint = {2202.02266}, timestamp = {Thu, 10 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-02266.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-10548, author = {Soumyadip Ghosh and Jiacai Lu and Vijay Gupta and Gr{\'{e}}tar Tryggvason}, title = {Communication-Efficient Algorithms for Solving Pressure Poisson Equation for Multiphase Flows using Parallel Computers}, journal = {CoRR}, volume = {abs/2202.10548}, year = {2022}, url = {https://arxiv.org/abs/2202.10548}, eprinttype = {arXiv}, eprint = {2202.10548}, timestamp = {Wed, 02 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-10548.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-11685, author = {Xuhui Zhang and Jose H. Blanchet and Soumyadip Ghosh and Mark S. Squillante}, title = {A Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality}, journal = {CoRR}, volume = {abs/2202.11685}, year = {2022}, url = {https://arxiv.org/abs/2202.11685}, eprinttype = {arXiv}, eprint = {2202.11685}, timestamp = {Wed, 02 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-11685.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-11385, author = {Soumyadip Ghosh and Yingdong Lu and Tomasz Nowicki and Edith Zhang}, title = {On Representations of Mean-Field Variational Inference}, journal = {CoRR}, volume = {abs/2210.11385}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.11385}, doi = {10.48550/ARXIV.2210.11385}, eprinttype = {arXiv}, eprint = {2210.11385}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-11385.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GhoshSW21, author = {Soumyadip Ghosh and Mark S. Squillante and Ebisa D. Wollega}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Efficient Generalization with Distributionally Robust Learning}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {28310--28322}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/ee1abc6b5f7c6acb34ad076b05d40815-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/GhoshSW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/GhoshSW21, author = {Soumyadip Ghosh and Mark S. Squillante and Ebisa D. Wollega}, title = {On Solving Distributionally Robust Optimization Formulations Efficiently}, booktitle = {Winter Simulation Conference, {WSC} 2021, Phoenix, AZ, USA, December 12-15, 2021}, pages = {1--12}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/WSC52266.2021.9715515}, doi = {10.1109/WSC52266.2021.9715515}, timestamp = {Fri, 04 Mar 2022 16:24:10 +0100}, biburl = {https://dblp.org/rec/conf/wsc/GhoshSW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-08688, author = {Soumyadip Ghosh and Yingdong Lu and Tomasz Nowicki}, title = {HMC, an example of Functional Analysis applied to Algorithms in Data Mining. The convergence in L\({}^{\mbox{p}}\)}, journal = {CoRR}, volume = {abs/2101.08688}, year = {2021}, url = {https://arxiv.org/abs/2101.08688}, eprinttype = {arXiv}, eprint = {2101.08688}, timestamp = {Sun, 31 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-08688.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-02691, author = {Soumyadip Ghosh and Yingdong Lu and Tomasz Nowicki}, title = {HMC, an Algorithms in Data Mining, the Functional Analysis approach}, journal = {CoRR}, volume = {abs/2102.02691}, year = {2021}, url = {https://arxiv.org/abs/2102.02691}, eprinttype = {arXiv}, eprint = {2102.02691}, timestamp = {Wed, 10 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-02691.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-07454, author = {Soumyadip Ghosh and Bernardo Aquino and Vijay Gupta}, title = {EventGraD: Event-Triggered Communication in Parallel Machine Learning}, journal = {CoRR}, volume = {abs/2103.07454}, year = {2021}, url = {https://arxiv.org/abs/2103.07454}, eprinttype = {arXiv}, eprint = {2103.07454}, timestamp = {Tue, 13 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-07454.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-12907, author = {Soumyadip Ghosh and Yingdong Lu and Tomasz Nowicki}, title = {Hamiltonian Monte Carlo with Asymmetrical Momentum Distributions}, journal = {CoRR}, volume = {abs/2110.12907}, year = {2021}, url = {https://arxiv.org/abs/2110.12907}, eprinttype = {arXiv}, eprint = {2110.12907}, timestamp = {Fri, 29 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-12907.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/SiBGS20, author = {Nian Si and Jose H. Blanchet and Soumyadip Ghosh and Mark S. Squillante}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Quantifying the Empirical Wasserstein Distance to a Set of Measures: Beating the Curse of Dimensionality}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/f3507289cfdc8c9ae93f4098111a13f9-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/SiBGS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sc/Ghosh020, author = {Soumyadip Ghosh and Vijay Gupta}, title = {EventGraD: Event-Triggered Communication in Parallel Stochastic Gradient Descent}, booktitle = {6th {IEEE/ACM} Workshop on Machine Learning in High Performance Computing Environments, and 1st Workshop on Artificial Intelligence and Machine Learning for Scientific Applications {MLHPC/AI4S} 2020, Atlanta, GA, USA, November 12, 2020}, pages = {1--8}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/MLHPCAI4S51975.2020.00008}, doi = {10.1109/MLHPCAI4S51975.2020.00008}, timestamp = {Wed, 07 Jul 2021 16:06:31 +0200}, biburl = {https://dblp.org/rec/conf/sc/Ghosh020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-12367, author = {Soumyadip Ghosh and Mark S. Squillante}, title = {Unbiased Gradient Estimation for Distributionally Robust Learning}, journal = {CoRR}, volume = {abs/2012.12367}, year = {2020}, url = {https://arxiv.org/abs/2012.12367}, eprinttype = {arXiv}, eprint = {2012.12367}, timestamp = {Tue, 05 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-12367.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ior/GhoshL19, author = {Soumyadip Ghosh and Henry Lam}, title = {Robust Analysis in Stochastic Simulation: Computation and Performance Guarantees}, journal = {Oper. Res.}, volume = {67}, number = {1}, pages = {232--249}, year = {2019}, url = {https://doi.org/10.1287/opre.2018.1765}, doi = {10.1287/OPRE.2018.1765}, timestamp = {Tue, 31 Mar 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ior/GhoshL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcc/GhoshSGT19, author = {Soumyadip Ghosh and Kamal K. Saha and Vijay Gupta and Gr{\'{e}}tar Tryggvason}, title = {Parallel Computation using Event-Triggered Communication}, booktitle = {2019 American Control Conference, {ACC} 2019, Philadelphia, PA, USA, July 10-12, 2019}, pages = {4000--4005}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.23919/ACC.2019.8814867}, doi = {10.23919/ACC.2019.8814867}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/amcc/GhoshSGT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamjo/PasupathyGGH18, author = {Raghu Pasupathy and Peter W. Glynn and Soumyadip Ghosh and Fatemeh Sadat Hashemi}, title = {On Sampling Rates in Simulation-Based Recursions}, journal = {{SIAM} J. Optim.}, volume = {28}, number = {1}, pages = {45--73}, year = {2018}, url = {https://doi.org/10.1137/140951679}, doi = {10.1137/140951679}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamjo/PasupathyGGH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigmetrics/GhoshSW18, author = {Soumyadip Ghosh and Mark S. Squillante and Ebisa D. Wollega}, title = {On Min-Max Optimization Over Large Data Sets}, journal = {{SIGMETRICS} Perform. Evaluation Rev.}, volume = {46}, number = {2}, pages = {45--47}, year = {2018}, url = {https://doi.org/10.1145/3305218.3305235}, doi = {10.1145/3305218.3305235}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigmetrics/GhoshSW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/DuttaJGDN18, author = {Sanghamitra Dutta and Gauri Joshi and Soumyadip Ghosh and Parijat Dube and Priya Nagpurkar}, editor = {Amos J. Storkey and Fernando P{\'{e}}rez{-}Cruz}, title = {Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed {SGD}}, booktitle = {International Conference on Artificial Intelligence and Statistics, {AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain}, series = {Proceedings of Machine Learning Research}, volume = {84}, pages = {803--812}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v84/dutta18a.html}, timestamp = {Wed, 03 Apr 2019 18:17:22 +0200}, biburl = {https://dblp.org/rec/conf/aistats/DuttaJGDN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcc/GhoshLGT18, author = {Soumyadip Ghosh and Jiacai Lu and Vijay Gupta and Gr{\'{e}}tar Tryggvason}, title = {Fast Parallel Computation using Periodic Synchronization}, booktitle = {2018 Annual American Control Conference, {ACC} 2018, Milwaukee, WI, USA, June 27-29, 2018}, pages = {1659--1664}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.23919/ACC.2018.8431553}, doi = {10.23919/ACC.2018.8431553}, timestamp = {Sun, 08 Aug 2021 01:40:57 +0200}, biburl = {https://dblp.org/rec/conf/amcc/GhoshLGT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-01113, author = {Sanghamitra Dutta and Gauri Joshi and Soumyadip Ghosh and Parijat Dube and Priya Nagpurkar}, title = {Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed {SGD}}, journal = {CoRR}, volume = {abs/1803.01113}, year = {2018}, url = {http://arxiv.org/abs/1803.01113}, eprinttype = {arXiv}, eprint = {1803.01113}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-01113.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-08728, author = {Soumyadip Ghosh and Mark S. Squillante and Ebisa D. Wollega}, title = {Efficient Stochastic Gradient Descent for Distributionally Robust Learning}, journal = {CoRR}, volume = {abs/1805.08728}, year = {2018}, url = {http://arxiv.org/abs/1805.08728}, eprinttype = {arXiv}, eprint = {1805.08728}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-08728.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ior/DiekerGS17, author = {A. B. Dieker and Soumyadip Ghosh and Mark S. Squillante}, title = {Optimal Resource Capacity Management for Stochastic Networks}, journal = {Oper. Res.}, volume = {65}, number = {1}, pages = {221--241}, year = {2017}, url = {https://doi.org/10.1287/opre.2016.1554}, doi = {10.1287/OPRE.2016.1554}, timestamp = {Tue, 31 Mar 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ior/DiekerGS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ibmrd/WarrenACFGPSTV16, author = {Kevin Warren and Ron F. Ambrosio and Bei Chen and Yuhui Fu and Soumyadip Ghosh and Dzung T. Phan and Mathieu Sinn and Chunhua Tian and Chandu Visweswariah}, title = {Managing uncertainty in electricity generation and demand forecasting}, journal = {{IBM} J. Res. Dev.}, volume = {60}, number = {1}, year = {2016}, url = {https://doi.org/10.1147/JRD.2015.2496822}, doi = {10.1147/JRD.2015.2496822}, timestamp = {Wed, 06 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ibmrd/WarrenACFGPSTV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcc/PhanG16, author = {Dzung T. Phan and Soumyadip Ghosh}, title = {Predicting and mitigating congestion for an electric power system under load and renewable uncertainty}, booktitle = {2016 American Control Conference, {ACC} 2016, Boston, MA, USA, July 6-8, 2016}, pages = {6791--6796}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ACC.2016.7526741}, doi = {10.1109/ACC.2016.7526741}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/amcc/PhanG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/WadmanSG16, author = {Wander S. Wadman and Mark S. Squillante and Soumyadip Ghosh}, title = {Accelerating splitting algorithms for power grid reliability estimation}, booktitle = {Winter Simulation Conference, {WSC} 2016, Washington, DC, USA, December 11-14, 2016}, pages = {1757--1768}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/WSC.2016.7822223}, doi = {10.1109/WSC.2016.7822223}, timestamp = {Thu, 10 Jun 2021 22:21:51 +0200}, biburl = {https://dblp.org/rec/conf/wsc/WadmanSG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/WollegaGS16, author = {Ebisa D. Wollega and Soumyadip Ghosh and Mark S. Squillante}, title = {Bi-level stochastic approximation for joint optimization of hydroelectric dispatch and spot-market operations}, booktitle = {Winter Simulation Conference, {WSC} 2016, Washington, DC, USA, December 11-14, 2016}, pages = {1769--1780}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/WSC.2016.7822224}, doi = {10.1109/WSC.2016.7822224}, timestamp = {Thu, 10 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wsc/WollegaGS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/GhoshL15, author = {Soumyadip Ghosh and Henry Lam}, title = {Mirror descent stochastic approximation for computing worst-case stochastic input models}, booktitle = {Proceedings of the 2015 Winter Simulation Conference, Huntington Beach, CA, USA, December 6-9, 2015}, pages = {425--436}, publisher = {{IEEE/ACM}}, year = {2015}, url = {https://doi.org/10.1109/WSC.2015.7408184}, doi = {10.1109/WSC.2015.7408184}, timestamp = {Thu, 10 Jun 2021 22:19:03 +0200}, biburl = {https://dblp.org/rec/conf/wsc/GhoshL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tomacs/PhanG14, author = {Dzung T. Phan and Soumyadip Ghosh}, title = {Two-stage stochastic optimization for optimal power flow under renewable generation uncertainty}, journal = {{ACM} Trans. Model. Comput. Simul.}, volume = {24}, number = {1}, pages = {2:1--2:22}, year = {2014}, url = {https://doi.org/10.1145/2553084}, doi = {10.1145/2553084}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tomacs/PhanG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icacci/GhoshS14, author = {Soumyadip Ghosh and Suprosanna Shit}, title = {A low cost data acquisition system from digital display instruments employing image processing technique}, booktitle = {2014 International Conference on Advances in Computing, Communications and Informatics, {ICACCI} 2014, Delhi, India, September 24-27, 2014}, pages = {1065--1068}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICACCI.2014.6968229}, doi = {10.1109/ICACCI.2014.6968229}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/icacci/GhoshS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/HashemiGP14, author = {Fatemeh Sadat Hashemi and Soumyadip Ghosh and Raghu Pasupathy}, editor = {Stephen J. Buckley and John A. Miller}, title = {On adaptive sampling rules for stochastic recursions}, booktitle = {Proceedings of the 2014 Winter Simulation Conference, Savannah, GA, USA, December 7-10, 2014}, pages = {3959--3970}, publisher = {{IEEE/ACM}}, year = {2014}, url = {https://doi.org/10.1109/WSC.2014.7020221}, doi = {10.1109/WSC.2014.7020221}, timestamp = {Thu, 11 Apr 2024 20:25:47 +0200}, biburl = {https://dblp.org/rec/conf/wsc/HashemiGP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsg/HarshaSNG13, author = {Pavithra Harsha and Mayank Sharma and Ramesh Natarajan and Soumyadip Ghosh}, title = {A Framework for the Analysis of Probabilistic Demand Response Schemes}, journal = {{IEEE} Trans. Smart Grid}, volume = {4}, number = {4}, pages = {2274--2284}, year = {2013}, url = {https://doi.org/10.1109/TSG.2013.2278238}, doi = {10.1109/TSG.2013.2278238}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsg/HarshaSNG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smartgridcomm/SubramanianGHNZ13, author = {Shivaram Subramanian and Soumyadip Ghosh and Jonathan R. M. Hosking and Ramesh Natarajan and Xiaoxuan Zhang}, title = {Dynamic price optimization models for managing time-of-day electricity usage}, booktitle = {{IEEE} Fourth International Conference on Smart Grid Communications, SmartGridComm 2013, Vancouver, BC, Canada, October 21-24, 2013}, pages = {163--168}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/SmartGridComm.2013.6687951}, doi = {10.1109/SMARTGRIDCOMM.2013.6687951}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/smartgridcomm/SubramanianGHNZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/LamG13, author = {Henry Lam and Soumyadip Ghosh}, title = {Iterative methods for robust estimation under bivariate distributional uncertainty}, booktitle = {Winter Simulations Conference: Simulation Making Decisions in a Complex World, {WSC} 2013, Washington, DC, USA, December 8-11, 2013}, pages = {193--204}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/WSC.2013.6721419}, doi = {10.1109/WSC.2013.6721419}, timestamp = {Thu, 10 Jun 2021 22:18:53 +0200}, biburl = {https://dblp.org/rec/conf/wsc/LamG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/GhoshP13, author = {Soumyadip Ghosh and Raghu Pasupathy}, title = {Low-storage online estimators for quantiles and densities}, booktitle = {Winter Simulations Conference: Simulation Making Decisions in a Complex World, {WSC} 2013, Washington, DC, USA, December 8-11, 2013}, pages = {778--789}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/WSC.2013.6721470}, doi = {10.1109/WSC.2013.6721470}, timestamp = {Thu, 10 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wsc/GhoshP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/GhoshHS13, author = {Soumyadip Ghosh and Aliza R. Heching and Mark S. Squillante}, title = {A two-phase approach for stochastic optimization of complex business processes}, booktitle = {Winter Simulations Conference: Simulation Making Decisions in a Complex World, {WSC} 2013, Washington, DC, USA, December 8-11, 2013}, pages = {1856--1868}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/WSC.2013.6721566}, doi = {10.1109/WSC.2013.6721566}, timestamp = {Thu, 10 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wsc/GhoshHS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/informs/GhoshP12, author = {Soumyadip Ghosh and Raghu Pasupathy}, title = {{C-NORTA:} {A} Rejection Procedure for Sampling from the Tail of Bivariate {NORTA} Distributions}, journal = {{INFORMS} J. Comput.}, volume = {24}, number = {2}, pages = {295--310}, year = {2012}, url = {https://doi.org/10.1287/ijoc.1100.0447}, doi = {10.1287/IJOC.1100.0447}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/informs/GhoshP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcc/PhanXG12, author = {Dzung T. Phan and Jinjun Xiong and Soumyadip Ghosh}, title = {A distributed scheme for fair {EV} charging under transmission constraints}, booktitle = {American Control Conference, {ACC} 2012, Montreal, QC, Canada, June 27-29, 2012}, pages = {1053--1058}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/ACC.2012.6315622}, doi = {10.1109/ACC.2012.6315622}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/amcc/PhanXG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isgt/JinZG12, author = {Dong Jin and Xiaoxuan Zhang and Soumyadip Ghosh}, title = {Simulation models for evaluation of network design and hierarchical transactive control mechanisms in Smart Grids}, booktitle = {{IEEE} {PES} Innovative Smart Grid Technologies Conference, {ISGT} 2012, Washington, DC, USA, January 16-20, 2012}, pages = {1--8}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/ISGT.2012.6175769}, doi = {10.1109/ISGT.2012.6175769}, timestamp = {Wed, 16 Oct 2019 14:14:57 +0200}, biburl = {https://dblp.org/rec/conf/isgt/JinZG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/KocG12, author = {Ali Koc and Soumyadip Ghosh}, editor = {Oliver Rose and Adelinde M. Uhrmacher}, title = {Optimal scenario tree reductions for the stochastic unit commitment problem}, booktitle = {Winter Simulation Conference, {WSC} '12, Berlin, Germany, December 9-12, 2012}, pages = {10:1--10:12}, publisher = {{WSC}}, year = {2012}, url = {https://doi.org/10.1109/WSC.2012.6465238}, doi = {10.1109/WSC.2012.6465238}, timestamp = {Thu, 10 Jun 2021 22:19:08 +0200}, biburl = {https://dblp.org/rec/conf/wsc/KocG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icebe/ChowdharyEDGMGST11, author = {Pawan Chowdhary and Markus Ettl and Amit Dhurandhar and Soumyadip Ghosh and Gopikrishnan Maniachari and Bruce Graves and Bill Schaefer and Yu Tang}, title = {Managing Procurement Spend Using Advanced Compliance Analytics}, booktitle = {{IEEE} 8th International Conference on e-Business Engineering, {ICEBE} 2011, Beijing, China, October 19-21, 2011}, pages = {139--144}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ICEBE.2011.57}, doi = {10.1109/ICEBE.2011.57}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icebe/ChowdharyEDGMGST11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/GhoshP11, author = {Soumyadip Ghosh and Raghu Pasupathy}, editor = {S. Jain and Roy R. Creasey Jr. and Jan Himmelspach and K. Preston White and Michael C. Fu}, title = {On interior-point based retrospective approximation methods for solving two-stage stochastic linear programs}, booktitle = {Winter Simulation Conference 2011, WSC'11, Phoenix, AZ, USA, December 11-14, 2011}, pages = {4163--4171}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/WSC.2011.6148104}, doi = {10.1109/WSC.2011.6148104}, timestamp = {Thu, 10 Jun 2021 22:18:04 +0200}, biburl = {https://dblp.org/rec/conf/wsc/GhoshP11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/PhanG11, author = {Dzung T. Phan and Soumyadip Ghosh}, editor = {S. Jain and Roy R. Creasey Jr. and Jan Himmelspach and K. Preston White and Michael C. Fu}, title = {A two-stage non-linear program for optimal electrical grid power balance under uncertainty}, booktitle = {Winter Simulation Conference 2011, WSC'11, Phoenix, AZ, USA, December 11-14, 2011}, pages = {4227--4238}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/WSC.2011.6148110}, doi = {10.1109/WSC.2011.6148110}, timestamp = {Thu, 10 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wsc/PhanG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1010-3619, author = {Souvik Ghosh and Soumyadip Ghosh}, title = {A strong law for the rate of growth of long latency periods in cloud computing service}, journal = {CoRR}, volume = {abs/1010.3619}, year = {2010}, url = {http://arxiv.org/abs/1010.3619}, eprinttype = {arXiv}, eprint = {1010.3619}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1010-3619.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tomacs/GhoshH09, author = {Soumyadip Ghosh and Shane G. Henderson}, title = {Corrigendum: Behavior of the {NORTA} method for correlated random vector generation as the dimension increases}, journal = {{ACM} Trans. Model. Comput. Simul.}, volume = {19}, number = {4}, pages = {20:1--20:3}, year = {2009}, url = {https://doi.org/10.1145/1596519.1596525}, doi = {10.1145/1596519.1596525}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tomacs/GhoshH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/LeeGE09, author = {Young M. Lee and Soumyadip Ghosh and Markus Ettl}, editor = {Ann Dunkin and Ricki G. Ingalls and Enver Y{\"{u}}cesan and Manuel D. Rossetti and Ray Hill and Bj{\"{o}}rn Johansson}, title = {Simulating Distribution of Emergency Relief Supplies for Disaster Response Operations}, booktitle = {Proceedings of the 2009 Winter Simulation Conference, {WSC} 2009, Hilton Austin Hotel, Austin, TX, USA, December 13-16, 2009}, pages = {2797--2808}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/WSC.2009.5429246}, doi = {10.1109/WSC.2009.5429246}, timestamp = {Thu, 10 Jun 2021 22:18:58 +0200}, biburl = {https://dblp.org/rec/conf/wsc/LeeGE09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigmetrics/DiekerGS08, author = {A. B. Dieker and Soumyadip Ghosh and Mark S. Squillante}, title = {Capacity optimization in feedforward Brownian networks}, journal = {{SIGMETRICS} Perform. Evaluation Rev.}, volume = {36}, number = {2}, pages = {137--139}, year = {2008}, url = {https://doi.org/10.1145/1453175.1453209}, doi = {10.1145/1453175.1453209}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigmetrics/DiekerGS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/Ghosh08, author = {Soumyadip Ghosh}, editor = {Scott J. Mason and Raymond R. Hill and Lars M{\"{o}}nch and Oliver Rose and Thomas Jefferson and John W. Fowler}, title = {A rate result for simulation optimization with conditional value-at-risk constraints}, booktitle = {Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, {WSC} 2008, InterContinental Hotel, Miami, Florida, USA, December 7-10, 2008}, pages = {615--620}, publisher = {{WSC}}, year = {2008}, url = {https://doi.org/10.1109/WSC.2008.4736121}, doi = {10.1109/WSC.2008.4736121}, timestamp = {Thu, 10 Jun 2021 22:19:17 +0200}, biburl = {https://dblp.org/rec/conf/wsc/Ghosh08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tomacs/GhoshH06, author = {Soumyadip Ghosh and Shane G. Henderson}, title = {Corrigendum: Behavior of the {NORTA} method for correlated random vector generation as the dimension increases}, journal = {{ACM} Trans. Model. Comput. Simul.}, volume = {16}, number = {1}, pages = {93--94}, year = {2006}, url = {https://doi.org/10.1145/1122012.1122017}, doi = {10.1145/1122012.1122017}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tomacs/GhoshH06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/GhoshJ06, author = {Soumyadip Ghosh and Sandeep Juneja}, editor = {L. Felipe Perrone and Barry Lawson and Jason Liu and Frederick P. Wieland}, title = {Computing worst-case tail probabilities in credit risk}, booktitle = {Proceedings of the Winter Simulation Conference {WSC} 2006, Monterey, California, USA, December 3-6, 2006}, pages = {246--254}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/WSC.2006.323080}, doi = {10.1109/WSC.2006.323080}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wsc/GhoshJ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/nh/06/BillerG06, author = {Bahar Biller and Soumyadip Ghosh}, editor = {Shane G. Henderson and Barry L. Nelson}, title = {Chapter 5 Multivariate Input Processes}, booktitle = {Simulation}, series = {Handbooks in Operations Research and Management Science}, volume = {13}, pages = {123--153}, publisher = {North-Holland}, year = {2006}, url = {https://doi.org/10.1016/s0927-0507(06)13005-4}, doi = {10.1016/S0927-0507(06)13005-4}, timestamp = {Mon, 22 Jun 2020 14:51:44 +0200}, biburl = {https://dblp.org/rec/books/nh/06/BillerG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/heuristics/EsoGKL05, author = {Marta Eso and Soumyadip Ghosh and Jayant Kalagnanam and Laszlo Lad{\'{a}}nyi}, title = {Bid Evaluation in Procurement Auctions with Piecewise Linear Supply Curves}, journal = {J. Heuristics}, volume = {11}, number = {2}, pages = {147--173}, year = {2005}, url = {https://doi.org/10.1007/s10732-005-0389-y}, doi = {10.1007/S10732-005-0389-Y}, timestamp = {Thu, 18 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/heuristics/EsoGKL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/GhoshELG05, author = {Soumyadip Ghosh and Tom Ervolina and Young M. Lee and Barun Gupta}, title = {Performance analysis of a configured to order business with a variable product configuration recipe}, booktitle = {Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005}, pages = {2094--2101}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/WSC.2005.1574492}, doi = {10.1109/WSC.2005.1574492}, timestamp = {Thu, 10 Jun 2021 22:18:45 +0200}, biburl = {https://dblp.org/rec/conf/wsc/GhoshELG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/comcom/GhoshS04, author = {Soumyadip Ghosh and Mark S. Squillante}, title = {Analysis and control of correlated web server queues}, journal = {Comput. Commun.}, volume = {27}, number = {18}, pages = {1771--1785}, year = {2004}, url = {https://doi.org/10.1016/j.comcom.2004.06.013}, doi = {10.1016/J.COMCOM.2004.06.013}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/comcom/GhoshS04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/BillerG04, author = {Bahar Biller and Soumyadip Ghosh}, title = {Dependence Modeling for Stochastic Simulation}, booktitle = {Proceedings of the 36th conference on Winter simulation, Washington, DC, USA, December 5-8, 2004}, pages = {153--161}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {http://www.informs-sim.org/wsc04papers/018.pdf}, timestamp = {Thu, 10 Jun 2021 22:19:50 +0200}, biburl = {https://dblp.org/rec/conf/wsc/BillerG04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigmetrics/GhoshS03, author = {Soumyadip Ghosh and Mark S. Squillante}, title = {Revisiting correlations and scheduling in Web servers}, journal = {{SIGMETRICS} Perform. Evaluation Rev.}, volume = {31}, number = {2}, pages = {40--42}, year = {2003}, url = {https://doi.org/10.1145/959143.959166}, doi = {10.1145/959143.959166}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigmetrics/GhoshS03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tomacs/GhoshH03, author = {Soumyadip Ghosh and Shane G. Henderson}, title = {Behavior of the {NORTA} method for correlated random vector generation as the dimension increases}, journal = {{ACM} Trans. Model. Comput. Simul.}, volume = {13}, number = {3}, pages = {276--294}, year = {2003}, url = {https://doi.org/10.1145/937332.937336}, doi = {10.1145/937332.937336}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tomacs/GhoshH03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigecom/GhoshK03, author = {Soumyadip Ghosh and Jayant Kalagnanam}, editor = {Daniel A. Menasc{\'{e}} and Noam Nisan}, title = {Polyhedral sampling for multiattribute preference elicitation}, booktitle = {Proceedings 4th {ACM} Conference on Electronic Commerce (EC-2003), San Diego, California, USA, June 9-12, 2003}, pages = {256--257}, publisher = {{ACM}}, year = {2003}, url = {https://doi.org/10.1145/779928.779986}, doi = {10.1145/779928.779986}, timestamp = {Tue, 27 Nov 2018 11:56:48 +0100}, biburl = {https://dblp.org/rec/conf/sigecom/GhoshK03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ior/GhoshH02, author = {Soumyadip Ghosh and Shane G. Henderson}, title = {Chessboard Distributions and Random Vectors with Specified Marginals and Covariance Matrix}, journal = {Oper. Res.}, volume = {50}, number = {5}, pages = {820--834}, year = {2002}, url = {https://doi.org/10.1287/opre.50.5.820.364}, doi = {10.1287/OPRE.50.5.820.364}, timestamp = {Tue, 31 Mar 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ior/GhoshH02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/GhoshH02, author = {Soumyadip Ghosh and Shane G. Henderson}, editor = {Jane L. Snowdon and John M. Charnes}, title = {Advanced input modeling: properties of the {NORTA} method in higher dimensions}, booktitle = {Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, San Diego, California, USA, December 8-11, 2002}, pages = {263--269}, publisher = {{WSC}}, year = {2002}, url = {https://doi.org/10.1109/WSC.2002.1172894}, doi = {10.1109/WSC.2002.1172894}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wsc/GhoshH02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsc/GhoshH01, author = {Soumyadip Ghosh and Shane G. Henderson}, editor = {Matthew W. Rohrer and Deborah J. Medeiros and Mark R. Grabau}, title = {Chessboard distributions}, booktitle = {Proceedings of the 33nd conference on Winter simulation, {WSC} 2001, Arlington, VA, USA, December 9-12, 2001}, pages = {385--393}, publisher = {{WSC}}, year = {2001}, url = {https://doi.org/10.1109/WSC.2001.977307}, doi = {10.1109/WSC.2001.977307}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wsc/GhoshH01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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