| 2024 | CISS | Stochastic Resource Allocation via Dual Tail Waterfilling. | Gokberk Yaylali, Dionysios S. Kalogerias |
| 2024 | ICLR | Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning. | Patrik Okanovic, Roger Waleffe, Vasilis Mageirakos, Konstantinos E. Nikolakakis, Amin Karbasi, Dionysios S. Kalogerias, Nezihe Merve Grel, Theodoros Rekatsinas |
| 2023 | ICASSP | Model-Free Learning of Optimal Beamformers for Passive IRS-Assisted Sumrate Maximization. | Hassaan Hashmi, Spyridon Pougkakiotis, Dionysios S. Kalogerias |
| 2023 | ICLR | Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD. | Konstantinos E. Nikolakakis, Farzin Haddadpour, Amin Karbasi, Dionysios S. Kalogerias |
| 2022 | ICASSP | Fast and Stable Convergence of Online SGD for CV@R-Based Risk-Aware Learning. | Dionysios S. Kalogerias |
| 2021 | ISIT | Actor-only Deterministic Policy Gradient via Zeroth-order Gradient Oracles in Action Space. | Harshat Kumar, Dionysios S. Kalogerias, George J. Pappas, Alejandro Ribeiro |
| 2020 | ICASSP | Better Safe Than Sorry: Risk-Aware Nonlinear Bayesian Estimation. | Dionysios S. Kalogerias, Luiz F. O. Chamon, George J. Pappas, Alejandro Ribeiro |
| 2020 | ICASSP | A Zeroth-Order Learning Algorithm for Ergodic Optimization of Wireless Systems with no Models and no Gradients. | Dionysios S. Kalogerias, Mark Eisen, George J. Pappas, Alejandro Ribeiro |
| 2019 | AISTATS | Learning Tree Structures from Noisy Data. | Konstantinos E. Nikolakakis, Dionysios S. Kalogerias, Anand D. Sarwate |
| 2017 | ICASSP | Enhancing QoS in spatially controlled beamforming networks via distributed stochastic programming. | Dionysios S. Kalogerias, Athina P. Petropulu |
| 2016 | ICASSP | Mobile beamforming & spatially controlled relay communications. | Dionysios S. Kalogerias, Athina P. Petropulu |
| 2015 | ACSSC | Distributed nonlinear filtering of partially observed Markov chains over WSNs: Truncating the ADMM. | Dionysios S. Kalogerias, Athina P. Petropulu |
| 2014 | CISS | RIP bounds for naively subsampled Scrambled Fourier sensing matrices. | Dionysios S. Kalogerias, Athina P. Petropulu |
| 2014 | ICASSP | Mobi-cliques for improving ergodic secrecy in fading wiretap channels under power constraints. | Dionysios S. Kalogerias, Athina P. Petropulu |
| 2013 | ICASSP | Mobile jammers for secrecy rate maximization in cooperative networks. | Dionysios S. Kalogerias, Nikolaos Chatzipanagiotis, Michael M. Zavlanos, Athina P. Petropulu |