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Daniel Alabi
Daniel Alabi
Verified email at g.harvard.edu - Homepage
Title
Cited by
Cited by
Year
Learning certifiably optimal rule lists for categorical data
E Angelino, N Larus-Stone, D Alabi, M Seltzer, C Rudin
The Journal of Machine Learning Research 18 (1), 8753-8830, 2018
3952018
Differentially private simple linear regression
D Alabi, A McMillan, J Sarathy, A Smith, S Vadhan
arXiv preprint arXiv:2007.05157, 2020
422020
Unleashing linear optimizers for group-fair learning and optimization
D Alabi, N Immorlica, AT Kalai
Proceedings of the 31st Conference On Learning Theory, 2018
34*2018
PFunk-H: Approximate Query Processing using Perceptual Models
D Alabi, E Wu
HILDA@SIGMOD, 10:1--10:6, 2016
342016
Privately estimating a Gaussian: Efficient, robust, and optimal
D Alabi, PK Kothari, P Tankala, P Venkat, F Zhang
Proceedings of the 55th Annual ACM Symposium on Theory of Computing, 483-496, 2023
222023
Learning to Prune: Speeding up Repeated Computations
D Alabi, AT Kalai, K Ligett, C Musco, C Tzamos, E Vitercik
Proceedings of the 32nd Conference on Learning Theory, 2019
172019
Bounded space differentially private quantiles
D Alabi, O Ben-Eliezer, A Chaturvedi
arXiv preprint arXiv:2201.03380, 2022
162022
Hypothesis testing for differentially private linear regression
D Alabi, S Vadhan
Advances in Neural Information Processing Systems 35, 14196-14209, 2022
102022
Private rank aggregation in central and local models
D Alabi, B Ghazi, R Kumar, P Manurangsi
Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 5984-5991, 2022
92022
Systems Optimizations for Learning Certifiably Optimal Rule Lists
N Larus-Stone, E Angelino, D Alabi, M Seltzer, V Kaxiras, A Saligrama, ...
SysML Conference, 2018
52018
The cost of a reductions approach to private fair optimization
D Alabi
arXiv preprint arXiv:1906.09613, 2019
32019
The Algorithmic Foundations of Private Computational Social Science
DG Alabi
Harvard University, 2022
22022
Saibot: A Differentially Private Data Search Platform
Z Huang, J Liu, D Alabi, RC Fernandez, E Wu
arXiv preprint arXiv:2307.00432, 2023
12023
Differentially Private Hypothesis Testing for Linear Regression
DG Alabi, SP Vadhan
Journal of Machine Learning Research 24 (361), 1-50, 2023
12023
NaijaCoder: Participatory Design for Early Algorithms Education in the Global South
D Alabi, A Adegbile, L Afuye, P Abel, A Monaco
Proceedings of the 55th ACM Technical Symposium on Computer Science …, 2024
2024
Degree Distribution Identifiability of Stochastic Kronecker Graphs
D Alabi, D Kalimeris
arXiv preprint arXiv:2310.00171, 2023
2023
Privacy Budget Tailoring in Private Data Analysis
D Alabi, C Wiggins
Transactions on Machine Learning Research, 2023
2023
Private Rank Aggregation in Central and Local Models
B Ghazi, P Manurangsi, RK Ravikumar
2022
Certifiably optimal rule lists
E Angelino, N Larus-Stone, D Alabi, M Seltzer, C Rudin
Proceedings of the 23rd ACM SIGKDD Conference of Knowledge, Discovery, and …, 2017
2017
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