Maryam Aliakbarpour

Ph.D

MIT

Show Academic Trajectory

Ego Network

D-Core

Research Interests

Author Statistics

Experience

Education

Bio

I work on testing properties of distributions, and I am interested in the following topics:

Statistical Learning Theory
Differential Privacy
Sublinear Algorithms

Papers13 papers

Sort

By YearBy Citation

Testing Tail Weight of a Distribution Via Hazard Rate

Maryam Aliakbarpour, Amartya Shankha Biswas, Kavya Ravichandran, Ronitt Rubinfeld

Bibtex

Testing Properties of Multiple Distributions with Few Samples

Maryam Aliakbarpour, Sandeep Silwal

ITCS, (2020)

EIBibtex

Testing Determinantal Point Processes

Khashayar Gatmiry,Maryam Aliakbarpour,Stefanie Jegelka

NIPS 2020, (2020)

EIBibtex

Rapid Approximate Aggregation with Distribution-Sensitive Interval Guarantees

Stephen Macke,Maryam Aliakbarpour,Ilias Diakonikolas,Aditya Parameswaran,Ronitt Rubinfeld

Bibtex

Private Testing of Distributions via Sample Permutations

Maryam Aliakbarpour,Ilias Diakonikolas,Daniel Kane,Ronitt Rubinfeld

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019): 10877-10888

Cited by6EIBibtex

Testing Mixtures of Discrete Distributions

Maryam Aliakbarpour,Ravi Kumar,Ronitt Rubinfeld

COLT, pp.83-114, (2019)

Cited by2EIBibtex

Towards Testing Monotonicity of Distributions Over General Posets

Maryam Aliakbarpour,Themis Gouleakis,John Peebles,Ronitt Rubinfeld,Anak Yodpinyanee

COLT, pp.34-82, (2019)

EIBibtex

Sublinear-Time Algorithms for Counting Star Subgraphs via Edge Sampling

Maryam Aliakbarpour, Amartya Shankha Biswas,Themis Gouleakis,John Peebles,Ronitt Rubinfeld,Anak Yodpinyanee

Algorithmica, no. 2 (2018): 668-697

Cited by12EIBibtex

Differentially Private Identity and Equivalence Testing of Discrete Distributions

Maryam Aliakbarpour,Ilias Diakonikolas,Ronitt Rubinfeld

ICML, pp.169-178, (2018)

Cited by14EIBibtex

I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making

Sajjadur Rahman,Maryam Aliakbarpour, Hidy Kong,Eric Blais,Karrie Karahalios,Aditya G. Parameswaran,Ronitt Rubinfeld

PVLDB, no. 11 (2017): 1262-1273

Cited by33EIBibtex

Learning and Testing Junta Distributions

Maryam Aliakbarpour,Eric Blais,Ronitt Rubinfeld

COLT, pp.19-46, (2016)

Cited by8EIBibtex

Learning and testing junta distributions over hypercubes

Maryam Aliakbarpour

(2015)

Bibtex

Join of two graphs admits a nowhere-zero 3-flow

Saieed Akbari,Maryam Aliakbarpour, Naryam Ghanbari, Emisa Nategh,Hossein Shahmohamad

Czechoslovak Mathematical Journal, no. 2 (2014): 433-446

Bibtex

View All

Base Info Papers Patents Projects