Philippe Chlenski
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(5)
Core Methods
(4)
Deep Learning
(2)
Architectures
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Keywords
hyperbolic embedding
(2)
decision tree
(2)
random forest
(2)
variational inference
(1)
feature extraction
(1)
sequential monte carlo
(1)
hierarchical structure
(1)
convolutional neural network
(1)
circuit analysis
(1)
mechanistic interpretability
(1)
sparse autoencoder
(1)
dna language model
(1)
unbiased estimator
(1)
hyperbolic geometry
(1)
product manifold
(1)
feature circuit
(1)
bayesian phylogenetic inference
(1)
mlp layer
(1)
genome sequence
(1)
euclidean
(1)
Papers
Hyperbolic Genome Embeddings
ICLR 2025
Mixed-curvature decision trees and random forests
ICML 2025
Variational Combinatorial Sequential Monte Carlo for Bayesian Phylogenetics in Hyperbolic Space
AISTATS 2025
Fast Hyperboloid Decision Tree Algorithms
ICLR 2024
Transcoders find interpretable LLM feature circuits
NeurIPS 2024