Differentially Private Learning of Hawkes Processes. - Mohsen Ghassemi; Eleonora Kreacic; Niccolò Dalmasso; Vamsi K. Potluru; Tucker Balch; Manuela Veloso (CoRR, 2022)

Sequential Fair Resource Allocation under a Markov Decision Process Framework. - Parisa Hassanzadeh; Eleonora Kreacic; Sihan Zeng; Yuchen Xiao; Sumitra Ganesh (ICAIF, 2023)

Differentially private synthetic data using KD-trees. - Eleonora Kreacic; Navid Nouri; Vamsi K. Potluru; Tucker Balch; Manuela Veloso (UAI, 2023)

On the Inherent Privacy Properties of Discrete Denoising Diffusion Models. - Rongzhe Wei; Eleonora Kreacic; Haoyu Wang 004; Haoteng Yin; Eli Chien; Vamsi K. Potluru; Pan Li 005 (CoRR, 2023)

Near-Optimal Fair Resource Allocation for Strategic Agents without Money: A Data-Driven Approach. - Sihan Zeng; Sujay Bhatt; Eleonora Kreacic; Parisa Hassanzadeh; Alec Koppel; Sumitra Ganesh (CoRR, 2023)

Learning Payment-Free Resource Allocation Mechanisms. - Sihan Zeng; Sujay Bhatt; Eleonora Kreacic; Parisa Hassanzadeh; Alec Koppel; Sumitra Ganesh (WSC, 2024)

Synthetic Data Applications in Finance. - Vamsi K. Potluru; Daniel Borrajo; Andrea Coletta; Niccolò Dalmasso; Yousef El-Laham; Elizabeth Fons; Mohsen Ghassemi; Sriram Gopalakrishnan; Vikesh Gosai; Eleonora Kreacic; Ganapathy Mani; Saheed Obitayo; et al. (CoRR, 2024)

Guarding Multiple Secrets: Enhanced Summary Statistic Privacy for Data Sharing. - Shuaiqi Wang; Rongzhe Wei; Mohsen Ghassemi; Eleonora Kreacic; Vamsi K. Potluru (CoRR, 2024)

Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning. - Rongzhe Wei; Mufei Li; Mohsen Ghassemi; Eleonora Kreacic; Yifan Li; Xiang Yue; Bo Li; Vamsi K. Potluru; Pan Li 005; Eli Chien (CoRR, 2024)

GraphMaker: Can Diffusion Models Generate Large Attributed Graphs? - Mufei Li; Eleonora Kreacic; Vamsi K. Potluru; Pan Li 005 (Trans. Mach. Learn. Res., 2024)

On the Inherent Privacy Properties of Discrete Denoising Diffusion Models. - Rongzhe Wei; Eleonora Kreacic; Haoyu Peter Wang; Haoteng Yin; Eli Chien; Vamsi K. Potluru; Pan Li 005 (Trans. Mach. Learn. Res., 2024)

Decentralized Convergence to Equilibrium Prices in Trading Networks. - Edwin Lock; Benjamin Patrick Evans; Eleonora Kreacic; Sujay Bhatt; Alec Koppel; Sumitra Ganesh; Paul W. Goldberg (AAAI, 2025)

Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls. - Aras Selvi; Eleonora Kreacic; Mohsen Ghassemi; Vamsi K. Potluru; Tucker Balch; Manuela Veloso (UAI, 2025)