Florian Dorfler
12 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (6)
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Keyword Pioneer
🐝
Cross-Pollinator
(13)
🔥
Unstoppable
(5)
💎
Century Club
(12)
❓
The Questioner
🗃️
Keyword Collector
(58)
Conferences
NIPS (8)
L4DC (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
optimal transport
(3)
optimal control
(3)
epistemic uncertainty
(2)
gaussian process
(2)
reinforcement learning
(2)
model-based reinforcement learning
(2)
continuous control
(1)
diffusion process
(1)
regret minimization
(1)
markov decision process
(1)
policy gradient
(1)
stability analysis
(1)
energy minimization
(1)
sample efficiency
(1)
representation learning
(1)
optimistic exploration
(1)
information diffusion
(1)
efficient exploration
(1)
generative model
(1)
wasserstein distance
(1)
Papers
Contractivity and linear convergence in bilinear saddle-point problems: An operator-theoretic approach
AISTATS 2025
DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization
L4DC 2025
Optimizing Social Network Interventions via Hypergradient-Based Recommender System Design
ICML 2025
When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL
NIPS 2024
Learning diffusion at lightspeed
NIPS 2024
Fairness in Social Influence Maximization via Optimal Transport
NIPS 2024
NeoRL: Efficient Exploration for Nonepisodic RL
NIPS 2024
Efficient Exploration in Continuous-time Model-based Reinforcement Learning
NIPS 2023
Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions
NIPS 2022
Safe Control with Minimal Regret
L4DC 2022
Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models
NIPS 2021
Learning Stable Deep Dynamics Models for Partially Observed or Delayed Dynamical Systems
NIPS 2021