◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

Bret A. Nestor

9 papers hereh-index 141.5k citations29 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author4

Across the 7 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.AI1
  • eess.AS1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedFeature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks

73 citations · 124 across the 9 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift

Benjamin Eyre, Elliot Creager, David Madras +2

Designing deep neural network classifiers that perform robustly on distributions differing from the available training data is an active area of machine learning research. However,…

cs.LG2023★ 9 cited

Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events

Matthew B. A. McDermott, Bret Nestor, Peniel Argaw +1

Generative, pre-trained transformers (GPTs, a.k.a. "Foundation Models") have reshaped natural language processing (NLP) through their versatility in diverse downstream tasks. Howev…

◍wovepaper

Papers, researchers and institutions, woven together.

Explore
  • Search
  • Researchers
  • Institutions
Account
  • Library
  • Chat
Data
  • arXiv.org
  • Semantic Scholar
  • OpenAlex
  • Latest RSS
AboutContactPrivacyDevelopersllms.txtopenapi.json
Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.