Lampros Flokas

30 papers A* 7Journal 15Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Fast Hypothetical Updates Evaluation. Provenance Week@SIGMOD Haneen Mohammed, Alexander Yao, Charlie Summers, Hongbin Zhong, Gromit Yeuk-Yin Chan, Subrata Mitra, Lampros Flokas, Eugene Wu
2025	—	`conf`	Prompt Editor: A Taxonomy-driven System for Guided LLM Prompt Development in Enterprise Settings. SIGMOD Conference Companion Jeffery Cao, Lampros Flokas, Yujian Xu, Eugene Wu, Xu Chu, Cong Yu
2025	—	`conf`	Towards a Framework for Hierarchical Text Segmentation using Large Language Models. DEEM@SIGMOD Lampros Flokas, Jeffery Cao, Yujian Xu, Eugene Wu, Xu Chu, Cong Yu
2024	A*	`conf`	Accelerating Deletion Interventions on OLAP Workload. ICDE Haneen Mohammed, Alexander Yao, Lampros Flokas, Hongbin Zhong, Charlie Summers, Eugene Wu
2024	J	`jnl`	FaDE: More Than a Million What-ifs Per Second. Proc. VLDB Endow. Haneen Mohammed, Eugene Wu, Alexander Yao, Charlie Summers, Lampros Flokas, Gromit Yeuk-Yin Chan, Subrata Mitra, Hongbin Zhong
2023	J	`jnl`	Assessing SATNet's Ability to Solve the Symbol Grounding Problem. CoRR Oscar Chang, Lampros Flokas, Hod Lipson, Michael Spranger
2023	J	`jnl`	Chaos persists in large-scale multi-agent learning despite adaptive learning rates. CoRR Emmanouil V. Vlatakis-Gkaragkounis, Lampros Flokas, Georgios Piliouras
2023	—	`—`	Complaint Driven Training Data Debugging for Machine Learning Workflows Lampros Flokas
2023	J	`jnl`	Principled Weight Initialization for Hypernetworks. CoRR Oscar Chang, Lampros Flokas, Hod Lipson
2022	—	`conf`	Complaint-Driven Training Data Debugging at Interactive Speeds. SIGMOD Conference Lampros Flokas, Weiyuan Wu, Yejia Liu, Jiannan Wang, Nakul Verma, Eugene Wu
2022	J	`jnl`	ConnectorX: Accelerating Data Loading From Databases to Dataframes. Proc. VLDB Endow. Xiaoying Wang, Weiyuan Wu, Jinze Wu, Yizhou Chen, Nick Zrymiak, Changbo Qu, Lampros Flokas, George Chow, Jiannan Wang, Tianzheng Wang, Eugene Wu, Qingqing Zhou
2022	—	`conf`	How I stopped worrying about training data bugs and started complaining. DEEM@SIGMOD Lampros Flokas, Weiyuan Wu, Jiannan Wang, Nakul Verma, Eugene Wu
2021	J	`jnl`	Enabling SQL-based Training Data Debugging for Federated Learning. CoRR Yejia Liu, Weiyuan Wu, Lampros Flokas, Jiannan Wang, Eugene Wu
2021	J	`jnl`	Enabling SQL-based Training Data Debugging for Federated Learning. Proc. VLDB Endow. Yejia Liu, Weiyuan Wu, Lampros Flokas, Jiannan Wang, Eugene Wu
2021	A*	`conf`	Solving Min-Max Optimization with Hidden Structure via Gradient Descent Ascent. NeurIPS Emmanouil V. Vlatakis-Gkaragkounis, Lampros Flokas, Georgios Piliouras
2021	J	`jnl`	Solving Min-Max Optimization with Hidden Structure via Gradient Descent Ascent. CoRR Lampros Flokas, Emmanouil V. Vlatakis-Gkaragkounis, Georgios Piliouras
2020	A*	`conf`	Assessing SATNet's Ability to Solve the Symbol Grounding Problem. NeurIPS Oscar Chang, Lampros Flokas, Hod Lipson, Michael Spranger
2020	—	`conf`	Complaint-driven Training Data Debugging for Query 2.0. SIGMOD Conference Weiyuan Wu, Lampros Flokas, Eugene Wu, Jiannan Wang
2020	J	`jnl`	Complaint-driven Training Data Debugging for Query 2.0. CoRR Weiyuan Wu, Lampros Flokas, Eugene Wu, Jiannan Wang
2020	A*	`conf`	No-Regret Learning and Mixed Nash Equilibria: They Do Not Mix. NeurIPS Emmanouil V. Vlatakis-Gkaragkounis, Lampros Flokas, Thanasis Lianeas, Panayotis Mertikopoulos, Georgios Piliouras
2020	J	`jnl`	No-regret learning and mixed Nash equilibria: They do not mix. CoRR Lampros Flokas, Emmanouil V. Vlatakis-Gkaragkounis, Thanasis Lianeas, Panayotis Mertikopoulos, Georgios Piliouras
2020	A*	`conf`	Principled Weight Initialization for Hypernetworks. ICLR Oscar Chang, Lampros Flokas, Hod Lipson
2019	A*	`conf`	Efficiently avoiding saddle points with zero order methods: No gradients required. NeurIPS Emmanouil V. Vlatakis-Gkaragkounis, Lampros Flokas, Georgios Piliouras
2019	J	`jnl`	Efficiently avoiding saddle points with zero order methods: No gradients required. CoRR Lampros Flokas, Emmanouil V. Vlatakis-Gkaragkounis, Georgios Piliouras
2019	A*	`conf`	Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games. NeurIPS Emmanouil V. Vlatakis-Gkaragkounis, Lampros Flokas, Georgios Piliouras
2019	J	`jnl`	Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games. CoRR Lampros Flokas, Emmanouil V. Vlatakis-Gkaragkounis, Georgios Piliouras
2018	—	`conf`	Hunter NMT System for WMT18 Biomedical Translation Task: Transfer Learning in Neural Machine Translation. WMT (shared task) Abdul Rafae Khan, Subhadarshi Panda, Jia Xu, Lampros Flokas
2018	J	`jnl`	Online Wideband Spectrum Sensing Using Sparsity. IEEE J. Sel. Top. Signal Process. Lampros Flokas, Petros Maragos
2017	J	`jnl`	Online Wideband Spectrum Sensing Using Sparsity. CoRR Lampros Flokas, Petros Maragos
2016	J	`jnl`	Hard Threshold Least Mean Squares Algorithm. CoRR Lampros Flokas, Petros Maragos