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Combining Binary Classifiers Leads to Nontransitive Paradoxes

Expert graphs and form the same structures that linear ordering polytopes do.

Bijan Mazaheri, Siddharth Jain, Matt Cook, Jehoshua Bruck

Combining Binary Classifiers Leads to Nontransitive Paradoxes

Cancer Classification from Healthy DNA

We introduce mutation profiles as a way to capture time-dependent information in the repeat region of a genome and demonstrate the ability of mutation profiles to predict cancer-type from non-tumor DNA.

Siddharth Jain, Bijan Mazaheri, Netanel Raviv, Jehoshua Bruck

Cancer Classification from Healthy DNA

The Sparse Hausdorff Moment Problem, with Application to Topic Models

We use Prony’s method to solve the $k$-MixIID problem, which gives improved sample and time complexity via a new stability analysis.

Spencer Gordon, Bijan Mazaheri, Yuval Rabani, Leonard Schulman

The Sparse Hausdorff Moment Problem, with Application to Topic Models

Short Tandem Repeats Information in TCGA is Statistically Biased by Amplification

We demonstrate that amplification processes lead to biases in TCGA data.

Siddharth Jain, Bijan Mazaheri, Netanel Raviv, Jehoshua Bruck

Short Tandem Repeats Information in TCGA is Statistically Biased by Amplification