Lucas de Lara

1. Transport-based Counterfactual Models
   2021/08/30 by de Lara, Lucas, González-Sanz, Alberto, Asher, Nicholas +7 · 4 citations
   Computer Science · Mathematics · Neuroscience · Social Sciences · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Psychology of Moral and Emotional Judgment
2. GAN Estimation of Lipschitz Optimal Transport Maps
   2022/02/16 by Alberto González-Sanz, González-Sanz, Alberto, Lucas de Lara +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
3. A Consistent Extension of Discrete Optimal Transport Maps for Machine Learning Applications
   2021/02/17 by Lucas de Lara, Alberto González-Sanz, de Lara, Lucas +3 · 2 citations
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
4. Diffeomorphic Registration using Sinkhorn Divergences
   2022/06/28 by Lucas de Lara, Alberto González-Sanz, de Lara, Lucas +3 · 1 citation
   Computer Science · Engineering · Mathematics · #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Medical Image Segmentation Techniques #Robotics and Sensor-Based Localization #Statistics Theory (math.ST)
5. A clarification on the links between potential outcomes and do-interventions
   2023/09/12 by Lucas de Lara, de Lara, Lucas · 1 citation
   Computer Science · Decision Sciences · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Mathematics #Multi-Criteria Decision Making #Statistics Theory (math.ST)