Adam S Charles
4 papers · 2019–2024 · 1 venue · across top CS/AI venues
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Achievements
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π
Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Gold
πΊοΈ
Taxonomy Completionist
(11)
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Core Methods
(3)
Mathematics & Optimization
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Types
(1)
Mathematics
(1)
Optimization
(1)
Optimization & Theory
(1)
Processing
(1)
Research
(1)
Keywords
combinatorial optimization
(1)
dimensionality reduction
(1)
probabilistic modeling
(1)
manifold learning
(1)
computer vision
(1)
bayesian inference
(1)
neural activity
(1)
brain-machine interface
(1)
signal-to-noise ratio
(1)
real-time processing
(1)
calcium imaging
(1)
hidden markov model
(1)
state space model
(1)
latent variable
(1)
signal extraction
(1)
real-time inference
(1)
hidden representation
(1)
linear dynamical system
(1)
cell identification
(1)
closed-loop experiment
(1)
Papers
Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics
NeurIPS 2024
realSEUDO for real-time calcium imaging analysis
NeurIPS 2024
Optimal Adaptive Electrode Selection to Maximize Simultaneously Recorded Neuron Yield
NeurIPS 2020
Visualizing the PHATE of Neural Networks
NeurIPS 2019