Maximillian Nickel
4 papers · 2017–2022 · 2 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (2) ๐ Academic Marathon (5) ๐ Cross-Pollinator (8)
๐บ๏ธ
Taxonomy Completionist
(11)
๐ฃ
Hot Topic Early Bird
Conferences
ICML (3)
NIPS (1)
Top co-authors
Keywords
riemannian optimization
(1)
representation learning
(1)
few-shot learning
(1)
hierarchical representation
(1)
taxonomy embedding
(1)
concept learning
(1)
knowledge graph
(1)
systematic generalization
(1)
ordinary differential equation
(1)
compositional reasoning
(1)
hyperbolic embedding
(1)
hyperbolic space
(1)
continuous normalizing flow
(1)
similarity score
(1)
manifold datum
(1)
symbolic datum
(1)
poincare embedding
(1)
lorentz model
(1)
probability path divergence
(1)
log mass conservation
(1)
Papers
Matching Normalizing Flows and Probability Paths on Manifolds
ICML 2022
CURI: A Benchmark for Productive Concept Learning Under Uncertainty
ICML 2021
Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry
ICML 2018
Poincarรฉ Embeddings for Learning Hierarchical Representations
NIPS 2017