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@article{DBLP:journals/ftml/AgrawalAB21, author = {Akshay Agrawal and Alnur Ali and Stephen P. Boyd}, title = {Minimum-Distortion Embedding}, journal = {Found. Trends Mach. Learn.}, volume = {14}, number = {3}, pages = {211--378}, year = {2021}, url = {https://doi.org/10.1561/2200000090}, doi = {10.1561/2200000090}, timestamp = {Sat, 17 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ftml/AgrawalAB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftml/ChenCFM21, author = {Yuxin Chen and Yuejie Chi and Jianqing Fan and Cong Ma}, title = {Spectral Methods for Data Science: {A} Statistical Perspective}, journal = {Found. Trends Mach. Learn.}, volume = {14}, number = {5}, pages = {566--806}, year = {2021}, url = {https://doi.org/10.1561/2200000079}, doi = {10.1561/2200000079}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ftml/ChenCFM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftml/Holden21, author = {Sean B. Holden}, title = {Machine Learning for Automated Theorem Proving: Learning to Solve {SAT} and {QSAT}}, journal = {Found. Trends Mach. Learn.}, volume = {14}, number = {6}, pages = {807--989}, year = {2021}, url = {https://doi.org/10.1561/2200000081}, doi = {10.1561/2200000081}, timestamp = {Wed, 08 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ftml/Holden21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftml/KairouzMABBBBCC21, author = {Peter Kairouz and H. Brendan McMahan and Brendan Avent and Aur{\'{e}}lien Bellet and Mehdi Bennis and Arjun Nitin Bhagoji and Kallista A. Bonawitz and Zachary Charles and Graham Cormode and Rachel Cummings and Rafael G. L. D'Oliveira and Hubert Eichner and Salim El Rouayheb and David Evans and Josh Gardner and Zachary Garrett and Adri{\`{a}} Gasc{\'{o}}n and Badih Ghazi and Phillip B. Gibbons and Marco Gruteser and Za{\"{\i}}d Harchaoui and Chaoyang He and Lie He and Zhouyuan Huo and Ben Hutchinson and Justin Hsu and Martin Jaggi and Tara Javidi and Gauri Joshi and Mikhail Khodak and Jakub Kone{\v{c}}n{\'y} and Aleksandra Korolova and Farinaz Koushanfar and Sanmi Koyejo and Tancr{\`{e}}de Lepoint and Yang Liu and Prateek Mittal and Mehryar Mohri and Richard Nock and Ayfer {\"{O}}zg{\"{u}}r and Rasmus Pagh and Hang Qi and Daniel Ramage and Ramesh Raskar and Mariana Raykova and Dawn Song and Weikang Song and Sebastian U. Stich and Ziteng Sun and Ananda Theertha Suresh and Florian Tram{\`{e}}r and Praneeth Vepakomma and Jianyu Wang and Li Xiong and Zheng Xu and Qiang Yang and Felix X. Yu and Han Yu and Sen Zhao}, title = {Advances and Open Problems in Federated Learning}, journal = {Found. Trends Mach. Learn.}, volume = {14}, number = {1-2}, pages = {1--210}, year = {2021}, url = {https://doi.org/10.1561/2200000083}, doi = {10.1561/2200000083}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ftml/KairouzMABBBBCC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftml/LiuZLL21, author = {Jiani Liu and Ce Zhu and Zhen Long and Yipeng Liu}, title = {Tensor Regression}, journal = {Found. Trends Mach. Learn.}, volume = {14}, number = {4}, pages = {379--565}, year = {2021}, url = {https://doi.org/10.1561/2200000087}, doi = {10.1561/2200000087}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ftml/LiuZLL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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