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Heinz Koeppl — most-cited papers & profile · Large Language Models
← authors
·
overview
Heinz Koeppl
9
papers ·
118
citations ·
28
h-index
Technische Universität Darmstadt · ARC Centre of Excellence in Synthetic Biology
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Most-cited papers
Attention-Based Transformers for Instance Segmentation of Cells in Microstructures
2020 · 93 citations
Discrete-Time Mean Field Control with Environment States
2021 · 15 citations
Moment-Based Variational Inference for Markov Jump Processes
2019 · 3 citations
Correlation Priors for Reinforcement Learning
2019 · 3 citations
Major-Minor Mean Field Multi-Agent Reinforcement Learning
2023 · 3 citations
Learning Graphon Mean Field Games and Approximate Nash Equilibria
2021 · 1 citations
CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval
2025
Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control
2022
Negative-Binomial Randomized Gamma Markov Processes for Heterogeneous Overdispersed Count Time Series
2024
Topics
Multi-Agent
Model-Based RL
Policy Gradient
Code Generation
Code Models
Software Engineering
Bug Detection
math.ST
stat.AP
stat.TH