Christopher Rozell
8 papers · 2019–2021 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (4) π Cross-Pollinator (7) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
π§
Keyword Pioneer
ποΈ
Keyword Collector
(52)
Conferences
NIPS (3)
AAAI (2)
AISTATS (2)
ICML (1)
Top co-authors
Keywords
active learning
(3)
generative model
(3)
manifold learning
(2)
optimal transport
(2)
latent space
(2)
compressed sensing
(1)
dimensionality reduction
(1)
causal inference
(1)
embedding space
(1)
sparse coding
(1)
neural coding
(1)
similarity learning
(1)
embedding learning
(1)
neural decoding
(1)
mutual information
(1)
hierarchical alignment
(1)
preference learning
(1)
information maximization
(1)
prior distribution
(1)
metric learning
(1)
Papers
Variational Autoencoder with Learned Latent Structure
AISTATS 2021
Feedback Coding for Active Learning
AISTATS 2021
Generative causal explanations of black-box classifiers
NIPS 2020
Learning sparse codes from compressed representations with biologically plausible local wiring constraints
NIPS 2020
Active Ordinal Querying for Tuplewise Similarity Learning
AAAI 2020
Representing Closed Transformation Paths in Encoded Network Latent Space
AAAI 2020
Active Embedding Search via Noisy Paired Comparisons
ICML 2019
Hierarchical Optimal Transport for Multimodal Distribution Alignment
NIPS 2019