Sasho Nikolov
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| title | conference | date |
|---|---|---|
| Simons Institute Live Stream | Data Privacy: Foundations and Applications Boot Camp | 2019-01-28 |
Covers concrete algorithms and bounds for answering counting (linear) queries under differential privacy: the Gaussian noise mechanism adds iid Gaussian scaled… | ||
| Algorithms for Answering Linear Queries, Part II | Data Privacy: Foundations and Applications Boot Camp | 2019-01-28 |
Adds Gaussian noise to query answers and then projects back onto the feasible set of answers so noisy outputs become consistent; this Gaussian noise +… | ||
| Algorithms for Answering Linear Queries, Part III | Data Privacy: Foundations and Applications Boot Camp | 2019-01-28 |
Presents a scalable variant of the matrix mechanism that replaces a global semidefinite program with local gradient optimization over a parameterized family of… | ||
| Discrepancy and Approximation Algorithms | Discrete Optimization via Continuous Relaxation | 2017-09-11 |
Shows that linear discrepancy (worst-case rounding error from fractional LP solutions) is bounded by hereditary discrepancy and that this yields concrete… | ||
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