Jared Davis
4 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (23) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
β
The Questioner
Conferences
NIPS (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
stochastic optimization
(1)
stochastic gradient descent
(1)
ensemble learning
(1)
matrix factorization
(1)
neural machine translation
(1)
distributed learning
(1)
model parallelism
(1)
parallel computing
(1)
majority voting
(1)
geometric optimization
(1)
recurrent neural network
(1)
normalizing flow
(1)
language model
(1)
foundation model
(1)
lie group
(1)
scaling law
(1)
evolutionary algorithm
(1)
inference optimization
(1)
data parallelism
(1)
heterogeneous computing
(1)
Papers
Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems
NIPS 2024
Decentralized Training of Foundation Models in Heterogeneous Environments
NIPS 2022
CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices
AISTATS 2021
Stochastic Flows and Geometric Optimization on the Orthogonal Group
ICML 2020