Mansouri, Farnam

6 publications

NeurIPS 2025 Formal Models of Active Learning from Contrastive Examples Farnam Mansouri, Hans U. Simon, Adish Singla, Yuxin Chen, Sandra Zilles

NeurIPS 2025 Learning from Positive and Unlabeled Examples -Finite Size Sample Bounds Farnam Mansouri, Shai Ben-David

NeurIPS 2022 On Batch Teaching with Sample Complexity Bounded by VCD Farnam Mansouri, Hans Simon, Adish Singla, Sandra Zilles

NeurIPSW 2021 Deep Reinforcement Learning for Online Control of Stochastic Partial Differential Equations Erfan Pirmorad, Faraz Khoshbakhtian, Farnam Mansouri, Amir-massoud Farahmand

IJCAI 2020 Understanding the Power and Limitations of Teaching with Imperfect Knowledge Rati Devidze, Farnam Mansouri, Luis Haug, Yuxin Chen, Adish Singla

NeurIPS 2019 Preference-Based Batch and Sequential Teaching: Towards a Unified View of Models Farnam Mansouri, Yuxin Chen, Ara Vartanian, Xiaojin Zhu, Adish Singla