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2020 – today
- 2023
[b1]Lampros Flokas:
Complaint Driven Training Data Debugging for Machine Learning Workflows. Columbia University, USA, 2023- [i9]Emmanouil-Vasileios Vlatakis-Gkaragkounis, Lampros Flokas, Georgios Piliouras:
Chaos persists in large-scale multi-agent learning despite adaptive learning rates. CoRR abs/2306.01032 (2023) - 2022
- [j3]Xiaoying Wang, Weiyuan Wu, Jinze Wu, Yizhou Chen, Nick Zrymiak, Changbo Qu, Lampros Flokas, George Chow, Jiannan Wang, Tianzheng Wang, Eugene Wu, Qingqing Zhou:
ConnectorX: Accelerating Data Loading From Databases to Dataframes. Proc. VLDB Endow. 15(11): 2994-3003 (2022) - [c10]Lampros Flokas, Weiyuan Wu, Jiannan Wang, Nakul Verma, Eugene Wu:
How I stopped worrying about training data bugs and started complaining. DEEM@SIGMOD 2022: 1:1-1:5 - [c9]Lampros Flokas, Weiyuan Wu, Yejia Liu, Jiannan Wang, Nakul Verma, Eugene Wu:
Complaint-Driven Training Data Debugging at Interactive Speeds. SIGMOD Conference 2022: 369-383 - 2021
- [j2]Yejia Liu, Weiyuan Wu, Lampros Flokas, Jiannan Wang, Eugene Wu:
Enabling SQL-based Training Data Debugging for Federated Learning. Proc. VLDB Endow. 15(3): 388-400 (2021) - [c8]Emmanouil-Vasileios Vlatakis-Gkaragkounis, Lampros Flokas, Georgios Piliouras:
Solving Min-Max Optimization with Hidden Structure via Gradient Descent Ascent. NeurIPS 2021: 2373-2386 - [i8]Lampros Flokas, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Georgios Piliouras:
Solving Min-Max Optimization with Hidden Structure via Gradient Descent Ascent. CoRR abs/2101.05248 (2021) - [i7]Yejia Liu, Weiyuan Wu, Lampros Flokas, Jiannan Wang, Eugene Wu:
Enabling SQL-based Training Data Debugging for Federated Learning. CoRR abs/2108.11884 (2021) - 2020
- [c7]Oscar Chang, Lampros Flokas, Hod Lipson:
Principled Weight Initialization for Hypernetworks. ICLR 2020 - [c6]Oscar Chang, Lampros Flokas, Hod Lipson, Michael Spranger:
Assessing SATNet's Ability to Solve the Symbol Grounding Problem. NeurIPS 2020 - [c5]Emmanouil-Vasileios Vlatakis-Gkaragkounis, Lampros Flokas, Thanasis Lianeas, Panayotis Mertikopoulos, Georgios Piliouras:
No-Regret Learning and Mixed Nash Equilibria: They Do Not Mix. NeurIPS 2020 - [c4]Weiyuan Wu, Lampros Flokas, Eugene Wu, Jiannan Wang:
Complaint-driven Training Data Debugging for Query 2.0. SIGMOD Conference 2020: 1317-1334 - [i6]Weiyuan Wu, Lampros Flokas, Eugene Wu, Jiannan Wang:
Complaint-driven Training Data Debugging for Query 2.0. CoRR abs/2004.05722 (2020) - [i5]Lampros Flokas, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Thanasis Lianeas, Panayotis Mertikopoulos, Georgios Piliouras:
No-regret learning and mixed Nash equilibria: They do not mix. CoRR abs/2010.09514 (2020)
2010 – 2019
- 2019
- [c3]Emmanouil-Vasileios Vlatakis-Gkaragkounis, Lampros Flokas, Georgios Piliouras:
Efficiently avoiding saddle points with zero order methods: No gradients required. NeurIPS 2019: 10066-10077 - [c2]Emmanouil-Vasileios Vlatakis-Gkaragkounis, Lampros Flokas, Georgios Piliouras:
Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games. NeurIPS 2019: 10450-10461 - [i4]Lampros Flokas, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Georgios Piliouras:
Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games. CoRR abs/1910.13010 (2019) - [i3]Lampros Flokas, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Georgios Piliouras:
Efficiently avoiding saddle points with zero order methods: No gradients required. CoRR abs/1910.13021 (2019) - 2018
- [j1]Lampros Flokas
, Petros Maragos:
Online Wideband Spectrum Sensing Using Sparsity. IEEE J. Sel. Top. Signal Process. 12(1): 35-44 (2018) - [c1]Abdul Rafae Khan, Subhadarshi Panda, Jia Xu, Lampros Flokas:
Hunter NMT System for WMT18 Biomedical Translation Task: Transfer Learning in Neural Machine Translation. WMT (shared task) 2018: 655-661 - 2017
- [i2]Lampros Flokas, Petros Maragos:
Online Wideband Spectrum Sensing Using Sparsity. CoRR abs/1707.08291 (2017) - 2016
- [i1]Lampros Flokas, Petros Maragos:
Hard Threshold Least Mean Squares Algorithm. CoRR abs/1608.01128 (2016)
Coauthor Index
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last updated on 2023-09-28 02:40 CEST by the dblp team
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