Achille Nazaret
- Stable Differentiable Causal Discovery
2023/11/17 by Achille Nazaret, Nazaret, Achille, Justin Hong +5 · 7 citations
Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
- A joint model of unpaired data from scRNA-seq and spatial transcriptomics for imputing missing gene expression measurements
2019/05/06 by Romain Lopez, Achille Nazaret, Lopez, Romain +11 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Single-cell and spatial transcriptomics #Gene expression and cancer classification #Domain Adaptation and Few-Shot Learning
- Hypothesis Testing the Circuit Hypothesis in LLMs
2024/10/16 by Claudia Shi, Shi, Claudia, Nicolas Beltran-Velez +13 · 1 voice · 6 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.LG #stat.ML
- Treeffuser: Probabilistic Predictions via Conditional Diffusions with Gradient-Boosted Trees
2024/06/11 by Nicolas Beltran-Velez, Alessandro Antonio Grande, Beltran-Velez, Nicolas +8 · 1 voice · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #cs.LG #stat.ML
- The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data
2023/08/29 by Mathieu Chevalley, Chevalley, Mathieu, Jacob Sackett-Sanders +33 · 3 citations
Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Gene Regulatory Network Analysis #Single-cell and spatial transcriptomics