William Eliot

William Eliot Email and Phone Number

Recent graduate at University of Massachusetts Amherst (MS). My main interests are artificial intelligence and machine learning. @
William Eliot's Location
Amherst, Massachusetts, United States, United States
About William Eliot

- Computer science student at University of Massachusetts Amherst- Experience with Java, Javascript, C/C++, Python, SQL- Main interests are AI and machine learning

William Eliot's Current Company Details
ELMo

Elmo

Recent graduate at University of Massachusetts Amherst (MS). My main interests are artificial intelligence and machine learning.
William Eliot Work Experience Details
  • Elmo
    Learning Algorithm And Embedding Scheme
    Elmo
    Evaluated a learning algorithm using perturbation and explicit character-level representation to improve learning robustness.Evaluated a BERT model on a sentiment analysis task.Incorporated ELMo embeddings to explicitly incorporate character level representations.Characters were realistically perturbed at training time.Found a strong benefit to perturbing characters and a limited benefit to augmented embeddings.
  • Kirkpatrick Et Al.
    Catastrophic Forgetting
    Kirkpatrick Et Al.
    Replicated the findings of “Overcoming Catastrophic forgetting in neural networks” by Kirkpatrick et al., “Learning without Forgetting” by Li et al., and “Continual Learning Through Synaptic Intelligence” by Zenke et al.Explored the possibility of combining techniques to produce even more robust models.
  • Python
    Algorithm For Learning Convolution-Like Structures
    Python
    Developed in Python with PyTorch.Explores the use of a penalized loss function to learn convolution-like structures by penalizing the distance between neurons.
  • Freelance
    Research Assistant
    Freelance May 2024 - Present
    Amherst, Massachusetts, United States

William Eliot Education Details

Frequently Asked Questions about William Eliot

What company does William Eliot work for?

William Eliot works for Elmo

What is William Eliot's role at the current company?

William Eliot's current role is Recent graduate at University of Massachusetts Amherst (MS). My main interests are artificial intelligence and machine learning..

What schools did William Eliot attend?

William Eliot attended University Of Massachusetts Amherst, University Of Massachusetts Amherst College Of Information And Computer Sciences, University Of Massachusetts Amherst.

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