Jan-Matthis Lueckmann

4 papers · 2017–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) AISTATS (1) NIPS (1)

Top co-authors

Jakob H. Macke (2) Jan Boelts (2) Alex Bo-Yuan Chen (1) Peter H. Li (1) Marcel Nonnenmacher (1) Mariela D Petkova (1) Poornima Ramesh (1) David Greenberg (1) Alyson Petruncio (1) Woohyun Park (1)

Keywords

likelihood-free inference (2) neural network (2) approximate bayesian computation (2) simulation-based inference (1) bayesian inference (1) biophysical model (1) parameter inference (1) probabilistic modelling (1)

Papers

ZAPBench: A Benchmark for Whole-Brain Activity Prediction in Zebrafish ICLR 2025

GATSBI: Generative Adversarial Training for Simulation-Based Inference ICLR 2022

Benchmarking Simulation-Based Inference AISTATS 2021

Flexible statistical inference for mechanistic models of neural dynamics NIPS 2017