Romain Lopez
12 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (5) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (5)
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Academic Marathon
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Cross-Pollinator
(13)
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(5)
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Century Club
(12)
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Keyword Collector
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Conferences
NIPS (5)
AAAI (2)
AISTATS (2)
CLEAR (2)
ICLR (1)
Top co-authors
Keywords
causal inference
(3)
policy optimization
(2)
variational autoencoder
(2)
disentangled representation
(2)
bandit feedback
(2)
variational inference
(2)
importance sampling
(2)
graphical model
(2)
causal discovery
(2)
conditional independence
(1)
reward function
(1)
decision making
(1)
structural equation model
(1)
posterior approximation
(1)
hilbert-schmidt independence criterion
(1)
probabilistic model
(1)
causal structure learning
(1)
multi-objective optimization
(1)
cyclic causal model
(1)
policy learning
(1)
Papers
Cross-modality Matching and Prediction of Perturbation Responses with Labeled Gromov-Wasserstein Optimal Transport
AISTATS 2025
Modeling Complex System Dynamics with Flow Matching Across Time and Conditions
ICLR 2025
Learning Identifiable Factorized Causal Representations of Cellular Responses
NIPS 2024
GFlowNet Assisted Biological Sequence Editing
NIPS 2024
Toward the Identifiability of Comparative Deep Generative Models
CLEAR 2024
NODAGS-Flow: Nonlinear Cyclic Causal Structure Learning
AISTATS 2023
Learning Causal Representations of Single Cells via Sparse Mechanism Shift Modeling
CLEAR 2023
Large-Scale Differentiable Causal Discovery of Factor Graphs
NIPS 2022
Learning from eXtreme Bandit Feedback
AAAI 2021
Cost-Effective Incentive Allocation via Structured Counterfactual Inference
AAAI 2020
Decision-Making with Auto-Encoding Variational Bayes
NIPS 2020
Information Constraints on Auto-Encoding Variational Bayes
NIPS 2018