Aliakbarpour, Maryam

16 publications

COLT 2025 Better Private Distribution Testing by Leveraging Unverified Auxiliary Data Maryam Aliakbarpour, Arnav Burudgunte, Clément Canonne, Ronitt Rubinfeld

AISTATS 2025 Enhancing Feature-Specific Data Protection via Bayesian Coordinate Differential Privacy Maryam Aliakbarpour, Syomantak Chaudhuri, Thomas Courtade, Alireza Fallah, Michael Jordan

NeurIPS 2025 Nearly-Linear Time Private Hypothesis Selection with the Optimal Approximation Factor Maryam Aliakbarpour, Zhan Shi, Ria Stevens, Vincent X. Wang

AISTATS 2025 Privacy in Metalearning and Multitask Learning: Modeling and Separations Maryam Aliakbarpour, Konstantina Bairaktari, Adam Smith, Marika Swanberg, Jonathan Ullman

COLT 2024 Metalearning with Very Few Samples per Task Maryam Aliakbarpour, Konstantina Bairaktari, Gavin Brown, Adam Smith, Nathan Srebro, Jonathan Ullman

NeurIPS 2024 Optimal Algorithms for Augmented Testing of Discrete Distributions Maryam Aliakbarpour, Piotr Indyk, Ronitt Rubinfeld, Sandeep Silwal

NeurIPS 2024 Optimal Hypothesis Selection in (Almost) Linear Time Maryam Aliakbarpour, Mark Bun, Adam Smith

NeurIPS 2023 Hypothesis Selection with Memory Constraints Maryam Aliakbarpour, Mark Bun, Adam Smith

ALT 2023 Testing Tail Weight of a Distribution via Hazard Rate Maryam Aliakbarpour, Amartya Shankha Biswas, Kavya Ravichandran, Ronitt Rubinfeld

NeurIPS 2022 Estimation of Entropy in Constant Space with Improved Sample Complexity Maryam Aliakbarpour, Andrew McGregor, Jelani Nelson, Erik Waingarten

NeurIPS 2020 Testing Determinantal Point Processes Khashayar Gatmiry, Maryam Aliakbarpour, Stefanie Jegelka

NeurIPS 2019 Private Testing of Distributions via Sample Permutations Maryam Aliakbarpour, Ilias Diakonikolas, Daniel Kane, Ronitt Rubinfeld

COLT 2019 Testing Mixtures of Discrete Distributions Maryam Aliakbarpour, Ravi Kumar, Ronitt Rubinfeld

COLT 2019 Towards Testing Monotonicity of Distributions over General Posets Maryam Aliakbarpour, Themis Gouleakis, John Peebles, Ronitt Rubinfeld, Anak Yodpinyanee

ICML 2018 Differentially Private Identity and Equivalence Testing of Discrete Distributions Maryam Aliakbarpour, Ilias Diakonikolas, Ronitt Rubinfeld

COLT 2016 Learning and Testing Junta Distributions Maryam Aliakbarpour, Eric Blais, Ronitt Rubinfeld