Tom Rainforth

Identifiers

• name variant Tom Rainforth 0.60 · backfill

Papers (21)

1. Loss-Driven Bayesian Active Learning cs.LG · 2026 · author #3
2. Kosmos: An AI Scientist for Autonomous Discovery cs.AI · 2025 · author #32
3. BED-LLM: Intelligent Information Gathering with LLMs and Bayesian Experimental Design cs.CL · 2025 · author #8
4. Amortized Monte Carlo Integration stat.ML · 2019 · author #3
5. Hijacking Malaria Simulators with Probabilistic Programming stat.ML · 2019 · author #3
6. LF-PPL: A Low-Level First Order Probabilistic Programming Language for Non-Differentiable Models cs.LG · 2019 · author #4
7. Disentangling Disentanglement in Variational Autoencoders stat.ML · 2018 · author #2
8. A Statistical Approach to Assessing Neural Network Robustness stat.ML · 2018 · author #2
9. On Exploration, Exploitation and Learning in Adaptive Importance Sampling stat.ML · 2018 · author #2
10. Inference Trees: Adaptive Inference with Exploration stat.CO · 2018 · author #1
11. Hamiltonian Monte Carlo for Probabilistic Programs with Discontinuities stat.CO · 2018 · author #4
12. Nesting Probabilistic Programs stat.ML · 2018 · author #1
13. Tighter Variational Bounds are Not Necessarily Better stat.ML · 2018 · author #1
14. Faithful Inversion of Generative Models for Effective Amortized Inference stat.ML · 2017 · author #5
15. On Nesting Monte Carlo Estimators stat.CO · 2017 · author #1
16. Bayesian Optimization for Probabilistic Programs stat.ML · 2017 · author #1
17. Auto-Encoding Sequential Monte Carlo stat.ML · 2017 · author #3
18. On the Pitfalls of Nested Monte Carlo stat.CO · 2016 · author #1
19. Probabilistic structure discovery in time series data stat.ML · 2016 · author #3
20. Interacting Particle Markov Chain Monte Carlo stat.CO · 2016 · author #1
21. Canonical Correlation Forests stat.ML · 2015 · author #1

Mentions

• 2511.02824 #32 · arxiv_oai · confidence 0.70 Tom Rainforth

Frequent Coauthors

• Frank Wood 13 shared papers
• Yee Whye Teh 7 shared papers
• Hongseok Yang 5 shared papers
• Jan-Willem van de Meent 5 shared papers
• Yuan Zhou 4 shared papers
• Tuan Anh Le 3 shared papers
• Adam Goli\'nski 2 shared papers
• Bradley Gram-Hansen 2 shared papers
• Brooks Paige 2 shared papers
• Freddie Bickford Smith 2 shared papers
• Maximilian Igl 2 shared papers
• N. Siddharth 2 shared papers
• Robert Cornish 2 shared papers
• Stefan Webb 2 shared papers
• Tobias Kohn 2 shared papers
• Xiaoyu Lu 2 shared papers
• Adam Golinski 1 shared papers
• Adam R. Kosiorek 1 shared papers
• Aizad Kamal 1 shared papers
• Albert Bou 1 shared papers