Scholar
Jake Fawkes
Google Scholar ID: BRLtuacAAAAJ
University Of Oxford
Machine Learning
Causal Inference
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Citations & Impact
All-time
Citations
74
H-index
5
i10-index
3
Publications
11
Co-authors
0
Publications
7 items
Knowledge Graphs and Reasoning LLMs for Finding Simple Yet Effective Transcriptomic Perturbation Predictors
2026
Cited
0
$f$-Trajectory Balance: A Loss Family for Tuning GFlowNets, Generative Models, and LLMs with Off- and On-Policy Data
2026
Cited
0
Towards Autonomous Mechanistic Reasoning in Virtual Cells
2026
Cited
0
Observationally Informed Adaptive Causal Experimental Design
2026
Cited
0
Causal-EPIG: A Prediction-Oriented Active Learning Framework for CATE Estimation
2025
Cited
0
The Hardness of Validating Observational Studies with Experimental Data
2025
Cited
0
Is merging worth it? Securely evaluating the information gain for causal dataset acquisition
arXiv.org · 2024
Cited
0
