Dagan, Yuval; Daskalakis, Constantinos; Dikkala, Nishanth; Kandiros, Anthimos Vardis Learning Ising models from one or multiple samples. (English) Zbl 07765161 Khuller, Samir (ed.) et al., Proceedings of the 53rd annual ACM SIGACT symposium on theory of computing, STOC ’21, virtual, Italy, June 21–25, 2021. New York, NY: Association for Computing Machinery (ACM). 161-168 (2021). MSC: 68Qxx PDFBibTeX XMLCite \textit{Y. Dagan} et al., in: Proceedings of the 53rd annual ACM SIGACT symposium on theory of computing, STOC '21, virtual, Italy, June 21--25, 2021. New York, NY: Association for Computing Machinery (ACM). 161--168 (2021; Zbl 07765161) Full Text: DOI arXiv
Daskalakis, Constantinos; Dikkala, Nishanth; Panageas, Ioannis Regression from dependent observations. (English) Zbl 1437.62255 Charikar, Moses (ed.) et al., Proceedings of the 51st annual ACM SIGACT symposium on theory of computing, STOC ’19, Phoenix, AZ, USA, June 23–26, 2019. New York, NY: Association for Computing Machinery (ACM). 881-889 (2019). MSC: 62J05 62J12 62H22 62-08 PDFBibTeX XMLCite \textit{C. Daskalakis} et al., in: Proceedings of the 51st annual ACM SIGACT symposium on theory of computing, STOC '19, Phoenix, AZ, USA, June 23--26, 2019. New York, NY: Association for Computing Machinery (ACM). 881--889 (2019; Zbl 1437.62255) Full Text: DOI arXiv
Daskalakis, Constantinos; Dikkala, Nishanth; Kamath, Gautam Testing Ising models. (English) Zbl 1433.62146 IEEE Trans. Inf. Theory 65, No. 11, 6829-6852 (2019). MSC: 62H15 62H99 60K35 PDFBibTeX XMLCite \textit{C. Daskalakis} et al., IEEE Trans. Inf. Theory 65, No. 11, 6829--6852 (2019; Zbl 1433.62146) Full Text: DOI
Daskalakis, Constantinos; Dikkala, Nishanth; Kamath, Gautam Testing Ising models. (English) Zbl 1409.62160 Czumaj, Artur (ed.), Proceedings of the 29th annual ACM-SIAM symposium on discrete algorithms, SODA 2018, New Orleans, LA, USA, January 7–10, 2018. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM); New York, NY: Association for Computing Machinery (ACM). 1989-2007 (2018). MSC: 62M02 62G10 82B20 62P35 PDFBibTeX XMLCite \textit{C. Daskalakis} et al., in: Proceedings of the 29th annual ACM-SIAM symposium on discrete algorithms, SODA 2018, New Orleans, LA, USA, January 7--10, 2018. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM); New York, NY: Association for Computing Machinery (ACM). 1989--2007 (2018; Zbl 1409.62160) Full Text: arXiv Link
Daskalakis, Constantinos; Dikkala, Nishanth; Kamath, Gautam Concentration of Multilinear Functions of the Ising Model with Applications to Network Data. arXiv:1710.04170 Preprint, arXiv:1710.04170 [math.PR] (2017). BibTeX Cite \textit{C. Daskalakis} et al., ``Concentration of Multilinear Functions of the Ising Model with Applications to Network Data'', Preprint, arXiv:1710.04170 [math.PR] (2017) Full Text: arXiv OA License