Search Results for author:
Found 6 papers, 4 papers with code
Reverse-Engineering Decoding Strategies Given Blackbox Access to a Language Generation System
Neural language models are increasingly deployed into APIs and websites that allow a user to pass in a prompt and receive generated text.
On minimizers and convolutional filters: theoretical connections and applications to genome analysis
Here, our main result is a careful mathematical analysis of hash function properties showing that for sequences over a categorical alphabet, random Gaussian initialization of convolutional filters with max-pooling is equivalent to choosing a minimizer ordering such that selected k-mers are (in Hamming distance) far from the k-mers within the sequence but close to other minimizers.
Severability of mesoscale components and local time scales in dynamical networks
A major goal of dynamical systems theory is the search for simplified descriptions of the dynamics of a large number of interacting states.
COVI White Paper
Manual contact tracing of Covid-19 cases has significant challenges that limit the ability of public health authorities to minimize community infections.
Contact Tracing Mobile Apps for COVID-19: Privacy Considerations and Related Trade-offs
Importantly, though we discuss potential modifications, this document is not meant as a formal research paper, but instead is a response to some of the privacy characteristics of direct contact tracing apps like TraceTogether and an early-stage Request for Comments to the community.
Cryptography and Security
HyperMinHash: MinHash in LogLog space
In this extended abstract, we describe and analyze a lossy compression of MinHash from buckets of size $O(\log n)$ to buckets of size $O(\log\log n)$ by encoding using floating-point notation.
Data Structures and Algorithms Databases
