Differentially Private Synthetic Data: Applied Evaluations and Enhancements L Rosenblatt, X Liu, S Pouyanfar, E de Leon, A Desai, J Allen arXiv preprint arXiv:2011.05537, 2020 | 48 | 2020 |
Vocal programming for people with upper-body motor impairments L Rosenblatt, P Carrington, K Hara, JP Bigham Proceedings of the 15th International Web for All Conference, 1-10, 2018 | 29 | 2018 |
The Possibility of Fairness: Revisiting the Impossibility Theorem in Practice A Bell, L Bynum, N Drushchak, T Herasymova, L Rosenblatt, ... Proceedings of ACM Conference on Fairness, Accountability, and Transparency …, 2023 | 9 | 2023 |
Vocalide: An ide for programming via speech recognition L Rosenblatt Proceedings of the 19th International ACM SIGACCESS Conference on Computers …, 2017 | 9 | 2017 |
Counterfactual Fairness Is Basically Demographic Parity L Rosenblatt, RT Witter AAAI Conference on Artificial Intelligence 2023 (37), 2022 | 7 | 2022 |
Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy L Rosenblatt, A Holovenko, T Rumezhak, A Stadnik, B Herman, ... Proceedings of the VLDB Endowment 17, 2022 | 5 | 2022 |
Spending Privacy Budget Fairly and Wisely L Rosenblatt, J Allen, J Stoyanovich ICML Workshop on the Theory and Practice of Differential Privacy (TPDP 2022), 2022 | 3 | 2022 |
PerfGuard: deploying ML-for-systems without performance regressions, almost! R Ammerlaan, G Antonius, M Friedman, HMS Hossain, A Jindal, ... Proceedings of the VLDB Endowment 14 (13), 3362-3375, 2021 | 2 | 2021 |
A simple and practical method for reducing the disparate impact of differential privacy L Rosenblatt, J Stoyanovich, C Musco Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 21554 …, 2024 | 1 | 2024 |
PerfGuard: Deploying ML-for-Systems without Performance Regressions HMS Hossain, L Rosenblatt, G Antonius, I Shaffer, R Ammerlaan, A Roy, ... Proceedings of Machine Learning and Systems 2020 (MLSys 2020), 2020 | 1 | 2020 |
I Open at the Close: A Deep Reinforcement Learning Evaluation of Open Streets Initiatives RT Witter, L Rosenblatt Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22429 …, 2024 | | 2024 |
System and method for machine learning for system deployments without performance regressions IR Shaffer, RHL Ammerlaan, G Antonius, MT Friedman, ROY Abhishek, ... US Patent App. 18/345,789, 2023 | | 2023 |
Top-down Green-ups: Satellite Sensing and Deep Models to Predict Buffelgrass Phenology L Rosenblatt, B Han, E Posthumus, T Crimmins, B Howe arxiv.org/pdf/2310.00740.pdf, 2023 | | 2023 |
System and method for machine learning for system deployments without performance regressions IR Shaffer, RHL Ammerlaan, G Antonius, MT Friedman, ROY Abhishek, ... US Patent 11,748,350, 2023 | | 2023 |
Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPI L Rosenblatt, L Piedras, J Wilkins Proceedings of the Second Workshop on NLP for Positive Impact (NLP4PI), 15-24, 2022 | | 2022 |