David Anderson
4 papers · 2013–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (11) π Cross-Pollinator (13) π Renaissance Researcher (7)
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Interdisciplinary Bridge
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Taxonomy Completionist
(16)
π§
Keyword Pioneer
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Conference Pioneer
Conferences
ICML (2)
AISTATS (1)
NIPS (1)
Top co-authors
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)
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)
Papers
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems
NIPS 2024
An Efficient, Sparsity-Preserving, Online Algorithm for Low-Rank Approximation
ICML 2017
Spectral Gap Error Bounds for Improving CUR Matrix Decomposition and the NystrΓΆm Method
AISTATS 2015
Tree-Independent Dual-Tree Algorithms
ICML 2013