Achille Nazaret
7 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Academic Marathon
(5)
π
Cross-Pollinator
(5)
πΊοΈ
Taxonomy Completionist
(16)
Conferences
ICML (3)
NIPS (2)
CLEAR (1)
UAI (1)
Top co-authors
Keywords
neural network architecture
(1)
stochastic optimization
(1)
neural network pruning
(1)
variational inference
(1)
uncertainty quantification
(1)
model behavior
(1)
neural network analysis
(1)
hypothesis testing
(1)
probabilistic prediction
(1)
gradient boosting
(1)
posterior approximation
(1)
geometric optimization
(1)
probabilistic model
(1)
normalizing flow
(1)
language model
(1)
lie group
(1)
circuit analysis
(1)
mechanistic interpretability
(1)
model internal
(1)
subnetwork extraction
(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
Treeffuser: probabilistic prediction via conditional diffusions with gradient-boosted trees
NIPS 2024
Hypothesis Testing the Circuit Hypothesis in LLMs
NIPS 2024
Stable Differentiable Causal Discovery
ICML 2024
Variational Inference for Infinitely Deep Neural Networks
ICML 2022
Stochastic Flows and Geometric Optimization on the Orthogonal Group
ICML 2020