Achille Nazaret
7 papers · 2020–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π
Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(21)
π
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Core Methods
(3)
Models
(3)
Optimization & Theory
(3)
Knowledge & Reasoning
(2)
Reasoning
(2)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Keywords
directed acyclic graph
(2)
causal discovery
(2)
causal inference
(1)
model selection
(1)
variational inference
(1)
posterior approximation
(1)
model behavior
(1)
probabilistic model
(1)
neural network analysis
(1)
hypothesis testing
(1)
probabilistic prediction
(1)
gradient boosting
(1)
uncertainty quantification
(1)
geometric optimization
(1)
neural network pruning
(1)
normalizing flow
(1)
language model
(1)
lie group
(1)
circuit analysis
(1)
stochastic optimization
(1)
Papers
The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data
CLeaR 2025
Extremely Greedy Equivalence Search
UAI 2024
Hypothesis Testing the Circuit Hypothesis in LLMs
NeurIPS 2024
Stable Differentiable Causal Discovery
ICML 2024
Treeffuser: probabilistic prediction via conditional diffusions with gradient-boosted trees
NeurIPS 2024
Variational Inference for Infinitely Deep Neural Networks
ICML 2022
Stochastic Flows and Geometric Optimization on the Orthogonal Group
ICML 2020