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Career

· Research Scientist, Meta2024–

Publications (15)

BitFunnel: Revisiting Signatures for Search
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2017
59
cited
Do Offline Metrics Predict Online Performance in Recommender Systems?
arXiv.org · 2020
47
cited
Estimating Household Transmission of SARS-CoV-2
medRxiv · 2020
29
cited
Shape-Constrained Regression using Sum of Squares Polynomials
Operational Research · 2020
22
cited
Towards Psychologically-Grounded Dynamic Preference Models
ACM Conference on Recommender Systems · 2022
21
cited
Quantifying Availability and Discovery in Recommender Systems via Stochastic Reachability
International Conference on Machine Learning · 2021
10
cited
Constructing and adjusting estimates for household transmission of SARS-CoV-2 from prior studies, widespread-testing and contact-tracing data
International Journal of Epidemiology · 2021
9
cited
Multi-learner risk reduction under endogenous participation dynamics
arXiv.org · 2022
7
cited
Emergent specialization from participation dynamics and multi-learner retraining
International Conference on Artificial Intelligence and Statistics · 2022
6
cited
Initializing Services in Interactive ML Systems for Diverse Users
Neural Information Processing Systems · 2023
5
cited
Designing Recommender Systems with Reachability in Mind
2020
4
cited
Private Matrix Factorization with Public Item Features
ACM Conference on Recommender Systems · 2023
4
cited
Delayed and Indirect Impacts of Link Recommendations
Conference on Fairness, Accountability and Transparency · 2023
3
cited
Finding Equilibrium in Multi-Agent Games with Payoff Uncertainty
arXiv.org · 2020
Monotonically Constrained Polynomial Regression: An Application of Sum of Squares Techniques and Semidefinite Programming
2017
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Mihaela Curmei | Researcher Profile | Sotabase | Sotabase