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ORCIDGeorge Trimponias
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2020 – today
- 2023
[i6]George Trimponias, Thomas G. Dietterich:
Reinforcement Learning with Exogenous States and Rewards. CoRR abs/2303.12957 (2023)- 2021
- [j6]Dimitris Tsaras, George Trimponias, Lefteris Ntaflos, Dimitris Papadias:
Collective Influence Maximization for Multiple Competing Products with an Awareness-to-Influence Model. Proc. VLDB Endow. 14(7): 1124-1136 (2021) - 2020
- [c11]Haonan Duan, Saeed Nejati, George Trimponias, Pascal Poupart, Vijay Ganesh:
Online Bayesian Moment Matching based SAT Solver Heuristics. ICML 2020: 2710-2719 - [i5]Zewei Chen, Fengwei Zhou, George Trimponias, Zhenguo Li:
Multi-objective Neural Architecture Search via Non-stationary Policy Gradient. CoRR abs/2001.08437 (2020)
2010 – 2019
- 2019
- [j5]George Trimponias
, Yan Xiao, Xiaorui Wu, Hong Xu, Yanhui Geng:
Node-Constrained Traffic Engineering: Theory and Applications. IEEE/ACM Trans. Netw. 27(4): 1344-1358 (2019) - [j4]Peng Wang, George Trimponias, Hong Xu, Yanhui Geng:
Luopan: Sampling-Based Load Balancing in Data Center Networks. IEEE Trans. Parallel Distributed Syst. 30(1): 133-145 (2019) - [j3]Lefteris Ntaflos, George Trimponias, Dimitris Papadias:
A unified agent-based framework for constrained graph partitioning. VLDB J. 28(2): 221-241 (2019) - [c10]Guojun Zhang, Pascal Poupart, George Trimponias:
Comparing EM with GD in Mixture Models of Two Components. UAI 2019: 164-174 - [c9]George Trimponias, Xiaojuan Ma, Qiang Yang:
Rating Worker Skills and Task Strains in Collaborative Crowd Computing: A Competitive Perspective. WWW 2019: 1853-1863 - [i4]George Trimponias, Yan Xiao, Xiaorui Wu, Hong Xu, Yanhui Geng:
Node-Constrained Traffic Engineering: Theory and Applications. CoRR abs/1907.03058 (2019) - [i3]Guojun Zhang, Pascal Poupart, George Trimponias:
Comparing EM with GD in Mixture Models of Two Components. CoRR abs/1907.03783 (2019) - 2018
- [j2]Xueying Guo, George Trimponias, Xiaoxiao Wang, Zhitang Chen, Yanhui Geng, Xin Liu:
Learning-Based Joint Configuration for Cellular Networks. IEEE Internet Things J. 5(6): 4283-4295 (2018) - [c8]Thomas G. Dietterich, George Trimponias, Zhitang Chen:
Discovering and Removing Exogenous State Variables and Rewards for Reinforcement Learning. ICML 2018: 1261-1269 - [c7]Agastya Kalra, Abdullah Rashwan, Wei-Shou Hsu, Pascal Poupart, Prashant Doshi, Georgios Trimponias:
Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks. NeurIPS 2018: 6944-6954 - [i2]Thomas G. Dietterich, George Trimponias, Zhitang Chen:
Discovering and Removing Exogenous State Variables and Rewards for Reinforcement Learning. CoRR abs/1806.01584 (2018) - 2017
- [c6]Xueying Guo, George Trimponias, Xiaoxiao Wang, Zhitang Chen, Yanhui Geng, Xin Liu:
Cellular network configuration via online learning and joint optimization. IEEE BigData 2017: 1295-1300 - [c5]Lefteris Ntaflos, George Trimponias, Dimitris Papadias:
Game-Theoretic Solutions for Constrained Geo-Social Event Organization. SIGSPATIAL/GIS 2017: 69:1-69:4 - [c4]Priyank Jaini, Zhitang Chen, Pablo Carbajal, Edith Law, Laura Middleton, Kayla Regan, Mike Schaekermann, George Trimponias, James Tung, Pascal Poupart:
Online Bayesian Transfer Learning for Sequential Data Modeling. ICLR (Poster) 2017 - [i1]George Trimponias, Yan Xiao, Hong Xu, Xiaorui Wu, Yanhui Geng:
On Traffic Engineering with Segment Routing in SDN based WANs. CoRR abs/1703.05907 (2017) - 2016
- [c3]Peng Wang, George Trimponias, Hong Xu, Hongyuan Liu, Yanhui Geng:
Luopan: Sampling based load balancing in data center networks. ICNP 2016: 1-2 - [c2]Mazen Melibari, Pascal Poupart, Prashant Doshi, George Trimponias:
Dynamic Sum Product Networks for Tractable Inference on Sequence Data. Probabilistic Graphical Models 2016: 345-355 - 2013
- [j1]George Trimponias, Ilaria Bartolini, Dimitris Papadias, Yin Yang:
Skyline Processing on Distributed Vertical Decompositions. IEEE Trans. Knowl. Data Eng. 25(4): 850-862 (2013) - [c1]George Trimponias, Ilaria Bartolini, Dimitris Papadias:
Location-Based Sponsored Search Advertising. SSTD 2013: 348-366
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