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Peter Xenopoulos
Peter Xenopoulos
Verified email at nvidia.com - Homepage
Title
Cited by
Cited by
Year
Valuing player actions in counter-strike: Global offensive
P Xenopoulos, H Doraiswamy, C Silva
2020 IEEE international conference on big data (big data), 1283-1292, 2020
352020
Introducing DeepBalance: Random deep belief network ensembles to address class imbalance
P Xenopoulos
2017 IEEE International Conference on Big Data (Big Data), 3684-3689, 2017
172017
Big data analytics on HPC architectures: Performance and cost
P Xenopoulos, J Daniel, M Matheson, S Sukumar
2016 IEEE International Conference on Big Data (Big Data), 2286-2295, 2016
142016
Calibrate: Interactive analysis of probabilistic model output
P Xenopoulos, J Rulff, LG Nonato, B Barr, C Silva
IEEE Transactions on Visualization and Computer Graphics 29 (1), 853-863, 2022
122022
Graph neural networks to predict sports outcomes
P Xenopoulos, C Silva
2021 IEEE International Conference on Big Data (Big Data), 1757-1763, 2021
122021
Analyzing the differences between professional and amateur esports through win probability
P Xenopoulos, WR Freeman, C Silva
Proceedings of the ACM Web Conference 2022, 3418-3427, 2022
72022
Optimal team economic decisions in counter-strike
P Xenopoulos, B Coelho, C Silva
arXiv preprint arXiv:2109.12990, 2021
72021
On-demand data analytics in HPC environments at leadership computing facilities: Challenges and experiences
J Harney, SH Lim, S Sukumar, D Stansberry, P Xenopoulos
2016 IEEE International Conference on Big Data (Big Data), 2087-2096, 2016
72016
GgViz: Accelerating large-scale esports game analysis
P Xenopoulos, J Rulff, C Silva
Proceedings of the ACM on Human-Computer Interaction 6 (CHI PLAY), 1-22, 2022
52022
Topological representations of local explanations
P Xenopoulos, G Chan, H Doraiswamy, LG Nonato, B Barr, C Silva
arXiv preprint arXiv:2201.02155, 2022
42022
Bandit modeling of map selection in counter-strike: Global offensive
G Petri, MH Stanley, AB Hon, A Dong, P Xenopoulos, C Silva
arXiv preprint arXiv:2106.08888, 2021
42021
Esta: An esports trajectory and action dataset
P Xenopoulos, C Silva
arXiv preprint arXiv:2209.09861, 2022
22022
Gale: Globally assessing local explanations
P Xenopoulos, G Chan, H Doraiswamy, LG Nonato, B Barr, C Silva
Topological, Algebraic and Geometric Learning Workshops 2022, 322-331, 2022
12022
Visualization for Machine Learning
P Xenopoulos, LG Nonato, C Silva
2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) 1 …, 2022
12022
Data science and analytics for esports
A Agrawal, C Silva, P Xenopoulos
Proc. IEEE Integr. STEM Educ. Conf.(ISEC), 386, 2022
12022
ESPORT: Electronic Sports Professionals Observations and Reflections on Training
A Białecki, P Xenopoulos, P Dobrowolski, R Białecki, J Gajewski
arXiv preprint arXiv:2311.05424, 2023
2023
Data Mining for Esports
P Xenopoulos
New York University Tandon School of Engineering, 2023
2023
Market Interventions in a Large-Scale Virtual Economy
S Hogan-Hennessy, P Xenopoulos, C Silva
arXiv preprint arXiv:2210.07970, 2022
2022
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