Most sequence sketching methods work by selecting specific k-mers from sequences so that the similarity between two sequences can be estimated using only the sketches. Because estimating sequence ...

Sequences equivalent to their reverse complements (i.e., double-stranded DNA) have no analogue in text analysis and non-biological string algorithms. Despite this striking difference, algorithms ...

Most sequence sketching methods work by selecting specific $k$-mers from sequences so that the similarity between two sequences can be estimated using only the ...

Abstract: We consider distributed optimization methods for problems where forming the Hessian is computationally challenging and communication is a significant bottleneck. We leverage randomized ...

A key building block for collaborative filtering recommender systems is finding users with similar consumption patterns. Given access to the full data regarding the items consumed by each user, one ...

--->1st phase - imediate priorities -> Make sure you read and understand chapters 1 and 2 of my thesis! Chapter 3 will also be good for you, but you can gradually read this over time. -> Figure out ...

.. automodule:: tt_sketch.sketching_methods :members: .. automodule:: tt_sketch.sketching_methods.cp_sketch :members: :undoc-members: .. automodule:: tt_sketch ...