Search Results for author: Jake Williams

Found 7 papers, 1 papers with code

Von Mises Mixture Distributions for Molecular Conformation Generation

1 code implementation13 Jun 2023 Kirk Swanson, Jake Williams, Eric Jonas

The resulting distribution on geometries $p(x)$ is known as the Boltzmann distribution, and many molecular properties are expectations computed under this distribution.

Limits of Transfer Learning

no code implementations23 Jun 2020 Jake Williams, Abel Tadesse, Tyler Sam, Huey Sun, George D. Montanez

To address this, we prove several novel results related to transfer learning, showing the need to carefully select which sets of information to transfer and the need for dependence between transferred information and target problems.

Transfer Learning

Decomposable Probability-of-Success Metrics in Algorithmic Search

no code implementations3 Jan 2020 Tyler Sam, Jake Williams, Abel Tadesse, Huey Sun, George Montanez

Previous studies have used a specific success metric within an algorithmic search framework to prove machine learning impossibility results.

BIG-bench Machine Learning Transfer Learning

Latent semantic network induction in the context of linked example senses

no code implementations WS 2019 Hunter Heidenreich, Jake Williams

The Princeton WordNet is a powerful tool for studying language and developing natural language processing algorithms.

Boundary-based MWE segmentation with text partitioning

no code implementations WS 2017 Jake Williams

This submission describes the development of a fine-grained, text-chunking algorithm for the task of comprehensive MWE segmentation.

Chunking Information Retrieval +2

Photographic home styles in Congress: a computer vision approach

no code implementations29 Nov 2016 L. Jason Anastasopoulos, Dhruvil Badani, Crystal Lee, Shiry Ginosar, Jake Williams

While members of Congress now routinely communicate with constituents using images on a variety of internet platforms, little is known about how images are used as a means of strategic political communication.

Image Manipulation

Cannot find the paper you are looking for? You can Submit a new open access paper.