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Maryam Fazel
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Publications
- 2025
- [j24]Mitas Ray
, Omid Sadeghi, Lillian J. Ratliff, Maryam Fazel:
Function Design for Improved Competitive Ratio in Online Resource Allocation with Procurement Costs. INFORMS J. Optim. 7(1): 20-37 (2025) - 2024
- [c78]Sarah Dean, Mihaela Curmei, Lillian J. Ratliff, Jamie Morgenstern, Maryam Fazel:
Emergent specialization from participation dynamics and multi-learner retraining. AISTATS 2024: 343-351 - [c75]Avinandan Bose, Mihaela Curmei, Daniel L. Jiang, Jamie H. Morgenstern, Sarah Dean, Lillian J. Ratliff, Maryam Fazel:
Initializing Services in Interactive ML Systems for Diverse Users. NeurIPS 2024 - [c72]Adhyyan Narang, Omid Sadeghi, Lillian J. Ratliff, Maryam Fazel, Jeff A. Bilmes:
Efficient Interactive Maximization of BP and Weakly Submodular Objectives. UAI 2024: 2670-2699 - 2023
- [j21]Adhyyan Narang, Evan Faulkner, Dmitriy Drusvyatskiy, Maryam Fazel, Lillian J. Ratliff:
Multiplayer Performative Prediction: Learning in Decision-Dependent Games. J. Mach. Learn. Res. 24: 202:1-202:56 (2023) - [i37]Avinandan Bose, Mihaela Curmei, Daniel L. Jiang, Jamie Morgenstern, Sarah Dean, Lillian J. Ratliff, Maryam Fazel:
Initializing Services in Interactive ML Systems for Diverse Users. CoRR abs/2312.11846 (2023) - 2022
- [c66]Mitas Ray, Lillian J. Ratliff, Dmitriy Drusvyatskiy, Maryam Fazel:
Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments. AAAI 2022: 8081-8088 - [c65]Adhyyan Narang, Evan Faulkner, Dmitriy Drusvyatskiy, Maryam Fazel, Lillian J. Ratliff:
Learning in Stochastic Monotone Games with Decision-Dependent Data. AISTATS 2022: 5891-5912 - [c64]Dmitriy Drusvyatskiy, Maryam Fazel, Lillian J. Ratliff:
Improved Rates for Derivative Free Gradient Play in Strongly Monotone Games∗. CDC 2022: 3403-3408 - [i36]Adhyyan Narang, Evan Faulkner, Dmitriy Drusvyatskiy, Maryam Fazel, Lillian J. Ratliff:
Multiplayer Performative Prediction: Learning in Decision-Dependent Games. CoRR abs/2201.03398 (2022) - [i31]Mitas Ray, Dmitriy Drusvyatskiy, Maryam Fazel, Lillian J. Ratliff:
Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments. CoRR abs/2204.08281 (2022) - [i29]Sarah Dean, Mihaela Curmei, Lillian J. Ratliff, Jamie Morgenstern, Maryam Fazel:
Multi-learner risk reduction under endogenous participation dynamics. CoRR abs/2206.02667 (2022) - [i28]Adhyyan Narang, Omid Sadeghi, Lillian J. Ratliff, Maryam Fazel, Jeff A. Bilmes:
Interactive Combinatorial Bandits: Balancing Competitivity and Complementarity. CoRR abs/2207.03091 (2022) - 2020
- [i17]Mitas Ray, Omid Sadeghi, Lillian J. Ratliff, Maryam Fazel:
Function Design for Improved Competitive Ratio in Online Resource Allocation with Procurement Costs. CoRR abs/2012.12457 (2020)

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