Víctor Gallego

1. Stochastic Gradient MCMC with Repulsive Forces
   2018/11/30 by Víctor Gallego, David Rı́os Insua, Gallego, Victor +1 · 4 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods
2. Refined Direct Preference Optimization with Synthetic Data for Behavioral Alignment of LLMs
   2024/02/12 by Víctor Gallego, Gallego, Víctor · 3 citations
   Engineering · #Advanced Manufacturing and Logistics Optimization #BIM and Construction Integration #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization
3. Merging Improves Self-Critique Against Jailbreak Attacks
   2024/06/11 by Víctor Gallego, Gallego, Victor · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cybercrime and Law Enforcement Studies #FOS: Computer and information sciences #Information and Cyber Security
4. Adversarial Risk Analysis (Overview)
   2020/07/06 by David Banks, Banks, David, Víctor Gallego +5 · 2 citations
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #Adversarial Robustness in Machine Learning #Applications (stat.AP) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences
5. Protecting Classifiers From Attacks
   2020/04/18 by Víctor Gallego, Gallego, Victor, Roi Naveiro +7 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computation (stat.CO) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Military Defense Systems Analysis #Network Security and Intrusion Detection
6. Personalizing Text-to-Image Generation via Aesthetic Gradients
   2022/09/25 by Víctor Gallego, Gallego, Victor · 1 citation
   Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Video Analysis and Summarization
7. Specification Self-Correction: Mitigating In-Context Reward Hacking Through Test-Time Refinement
   2025/07/24 by Víctor Gallego, Gallego, Víctor · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Security and Verification in Computing