Decomposing Gaussians with Unknown Covariance
Ameer Dharamshi, Anna Neufeld, Lucy L. Gao, Jacob Bien, Daniela Witten
Portfolio
Preprints
A Bayesian cohort model for estimating out-of-school rates and populations
Ameer Dharamshi, Manos Antoninis, Silvia Montoya, Bilal Barakat
Publications
Discussion of ‘Data fission: splitting a single data point’
To appear in Journal of the American Statistical Association (Theory & Methods), 2024
Anna Neufeld, Ameer Dharamshi, Lucy L. Gao, Daniela Witten, Jacob Bien
Jointly Estimating Subnational Mortality for Multiple Populations
To appear in Demographic Research, 2024
Ameer Dharamshi, Monica Alexander, Celeste Winant, Magali Barbieri
Generalized Data Thinning Using Sufficient Statistics
To appear in Journal of the American Statistical Association (Theory & Methods), 2024
Ameer Dharamshi, Anna Neufeld, Keshav Motwani, Lucy L. Gao, Daniela Witten, Jacob Bien
Data thinning for convolution-closed distributions
Published in Journal of Machine Learning Research, 2024
Anna Neufeld, Ameer Dharamshi, Lucy L. Gao, Daniela Witten
Sampling by Divergence Minimization
Published in Communications in Statistics - Simulation and Computation, 2023
Ameer Dharamshi, Vivian Ngo, Jeffrey S. Rosenthal
A Bayesian model for estimating Sustainable Development Goal indicator 4.1.2: School completion rates
Published in Journal of the Royal Statistical Society (Series C), 2022
Ameer Dharamshi, Bilal Barakat, Leontine Alkema, Manos Antoninis
Conference Presentations
A Bayesian Hierarchical Model for Jointly Estimating Subnational Mortality for Multiple Populations
Presented at PAA 2022, 6th HMD Symposium, EPC 2022
Ameer Dharamshi, Monica Alexander, Celeste Winant, Magali Barbieri
CSEye: A Proposed Solution for Accurate and Accessible One-to-Many Face Verification
Presented at AAAI-2019 Student Abstract Track
Ameer Dharamshi, Rosie Yuyan Zou
Other Projects
Modelling Airbnb Listing Prices in Toronto
Bayesian hierarchical models using a Room Type top-level.
Overparameterizing Polynomial Interpolation
To infinity and beyond!
Solving the Vehicle Routing Problem with Simulated Annealing
Using Simulation to Solve for Shortest Paths.
Gadsby Text Mining
A Story of Over 50,000 Words Without Using the Letter ‘E’…or is it?
The Farming Problem
Comparing the Performance of the Simplex Method and Dantzig-Wolfe Decomposition.
Precious Metals Minimum Variance Index
The Construction of a Minimum Variance Index to Track Precious Metals, Currencies, and Cryptocurrencies.