On the Expressive Power of Tree-Structured Probabilistic Circuits.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Revisiting Scalarization in Multi-Task Learning: A Theoretical Perspective.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Fair and Optimal Classification via Post-Processing.
Proceedings of the International Conference on Machine Learning, 2023
On the Envy-free Allocation of Chores.
CoRR, 2022
Fair and Optimal Classification via Transports to Wasserstein-Barycenter.
CoRR, 2022
FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data.
CoRR, 2022