Ioannis Ch. Paschalidis

Federated learning of predictive models from federated Electronic Health Records

Theodora S. Brisimi, Ruidi Chen, Theofanie Mela et al. · International Journal of Medical Informatics · 2018 · 920 citations

Engineering, Machine Learning, Data Science +10

Congestion-dependent pricing of network services

Ioannis Ch. Paschalidis, John N. Tsitsiklis · IEEE/ACM Transactions on Networking · 2000 · 354 citations

Mathematical Programming, Service Provider, Engineering +19

Achieving reliability and high accuracy in automated protein docking: Cluspro, PIPER, SDU, and stability analysis in CAPRI rounds 13–19

Dima Kozakov, David R. Hall, Dmitri Beglov et al. · Proteins Structure Function and Bioinformatics · 2010 · 238 citations · Full text

Optimization of Multiclass Queueing Networks: Polyhedral and Nonlinear Characterizations of Achievable Performance

Dimitris Bertsimas, Ioannis Ch. Paschalidis, John N. Tsitsiklis · The Annals of Applied Probability · 1994 · 174 citations · Full text

Mathematical Programming, Engineering, Poisson Arrivals +19

Data-driven estimation in equilibrium using inverse optimization

Dimitris Bertsimas, Vishal Gupta, Ioannis Ch. Paschalidis · Mathematical Programming · 2014 · 160 citations · Full text

Parameter Estimation, Data-driven Optimization, Engineering +6