Martín Arjovsky

1. Wasserstein GAN
   2017/01/26 by Martín Arjovsky, Martin Arjovsky, Arjovsky, Martin +4 · 2 voices · 28 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · Medicine · #FOS: Computer and information sciences #Fibroblast Growth Factor Research #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications #cs.LG #stat.ML
2. Improved Training of Wasserstein GANs
   2017/03/31 by Ishaan Gulrajani, Gulrajani, Ishaan, Faruk Ahmed +7 · 213 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Invariant Risk Minimization
   2019/07/05 by Martín Arjovsky, Arjovsky, Martin, Léon Bottou +5 · 182 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Machine Learning and Algorithms
4. Discovery of Unstable Singularities
   2025/09/17 by Y. Wang, Yongji Wang, Wang, Yongji +45 · 8 voices · 3 citations
   Physics and Astronomy · Engineering · Computer Science · #math.AP #physics.flu-dyn
5. Unitary Evolution Recurrent Neural Networks
   2015/11/20 by Martín Arjovsky, Amar Shah, Arjovsky, Martin +3 · 42 citations
   Computer Science · #Neural Networks and Applications #Topic Modeling #Machine Learning and ELM
6. Never Give Up: Learning Directed Exploration Strategies
   2020/02/14 by Adrià Puigdomènech Badia, Pablo Sprechmann, Badia, Adrià Puigdomènech +18 · 12 citations
   Computer Science · #Artificial Intelligence in Games #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
7. Simple data balancing achieves competitive worst-group-accuracy
   2021/10/27 by Badr Youbi Idrissi, Martín Arjovsky, Idrissi, Badr Youbi +5 · 9 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
8. Out of Distribution Generalization in Machine Learning
   2021/03/03 by Martín Arjovsky, Arjovsky, Martin · 4 citations
   Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
9. Why does Throwing Away Data Improve Worst-Group Error?
   2022/05/23 by Kamalika Chaudhuri, Chaudhuri, Kamalika, Martín Arjovsky +4 · 4 citations
   Computer Science · #Machine Learning and Data Classification #Imbalanced Data Classification Techniques #Anomaly Detection Techniques and Applications