Möllenhoff, Thomas

1. Model Merging by Uncertainty-Based Gradient Matching
   2023/10/19 by Nico Daheim, Thomas Möllenhoff, Daheim, Nico +7 · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
2. Variational Learning is Effective for Large Deep Networks
   2024/02/27 by Yuesong Shen, Nico Daheim, Shen, Yuesong +18 · 1 voice · 9 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis
3. SAM as an Optimal Relaxation of Bayes
   2022/10/04 by Thomas Möllenhoff, Mohammad Emtiyaz Khan, Möllenhoff, Thomas +1 · 3 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
4. Uncertainty-Aware Decoding with Minimum Bayes Risk
   2025/03/07 by Daheim, Nico, Meister, Clara, Möllenhoff, Thomas +1 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. The Memory Perturbation Equation: Understanding Model's Sensitivity to Data
   2023/10/30 by Nickl, Peter, Xu, Lu, Tailor, Dharmesh +2 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Optimization Guarantees for Square-Root Natural-Gradient Variational Inference
   2025/07/10 by Kumar, Navish, Möllenhoff, Thomas, Khan, Mohammad Emtiyaz +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Natural Variational Annealing for Multimodal Optimization
   2025/01/08 by LeMinh, Tâm, Arbel, Julyan, Möllenhoff, Thomas +2 · 1 citation
   #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)