David Anderson
4 papers · 2013–2024 · 3 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver
🌈
Renaissance Researcher
(6)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(2)
Mathematics & Optimization
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Foundations
(1)
Learning Types
(1)
Mathematics
(1)
Methods
(1)
Keywords
low-rank approximation
(2)
dimensionality reduction
(1)
gaussian process
(1)
nystrom method
(1)
neural population
(1)
cur decomposition
(1)
dual-tree algorithm
(1)
nonlinear dynamics
(1)
k-nearest neighbor
(1)
online algorithm
(1)
switching linear dynamical system
(1)
state space model
(1)
stochastic differential equation
(1)
latent dynamics
(1)
posterior uncertainty
(1)
spectral gap
(1)
tree traversal
(1)
neural time series
(1)
recurrent switching
(1)
lu factorization
(1)
Papers
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems
NeurIPS 2024
An Efficient, Sparsity-Preserving, Online Algorithm for Low-Rank Approximation
ICML 2017
Spectral Gap Error Bounds for Improving CUR Matrix Decomposition and the Nyström Method
AISTATS 2015
Tree-Independent Dual-Tree Algorithms
ICML 2013