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Enabling SQL-based Training Data Debugging for Federated Learning


Aug 26, 2021
Yejia Liu, Weiyuan Wu, Lampros Flokas, Jiannan Wang, Eugene Wu


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Solving Min-Max Optimization with Hidden Structure via Gradient Descent Ascent


Jan 13, 2021
Lampros Flokas, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Georgios Piliouras


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No-regret learning and mixed Nash equilibria: They do not mix


Oct 20, 2020
Lampros Flokas, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Thanasis Lianeas, Panayotis Mertikopoulos, Georgios Piliouras

* 24 pages, 7 figures, 1 table 

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No-regreet learning and mixed Nash equilibria: They do not mix


Oct 19, 2020
Lampros Flokas, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Thanasis Lianeas, Panayotis Mertikopoulos, Georgios Piliouras

* 24 pages, 7 figures, 1 table 

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Complaint-driven Training Data Debugging for Query 2.0


Apr 12, 2020
Weiyuan Wu, Lampros Flokas, Eugene Wu, Jiannan Wang

* Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data 

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Efficiently avoiding saddle points with zero order methods: No gradients required


Oct 29, 2019
Lampros Flokas, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Georgios Piliouras

* To appear in NeurIPS 2019 

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Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games


Oct 28, 2019
Lampros Flokas, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Georgios Piliouras

* To appear in NeurIPS 2019 (Spotlight talk) 

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