David Balduzzi
- Domain Generalization via Invariant Feature Representation
2013/01/10 by Krikamol Muandet, David Balduzzi, Muandet, Krikamol +2 · 64 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research #Machine Learning and ELM
- Open-ended Learning in Symmetric Zero-sum Games
2019/01/23 by David Balduzzi, Marta Garnelo, Balduzzi, David +11 · 1 voice · 5 citations
Computer Science · Mathematics · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #cs.GT #cs.LG #cs.MA #stat.ML
- Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation
2016/07/12 by Muhammad Ghifary, Ghifary, Muhammad, W. Bastiaan Kleijn +7 · 6 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- Re-evaluating Evaluation
2018/06/07 by David Balduzzi, Karl Tuyls, Balduzzi, David +5 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Science and Game Theory (cs.GT) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Strongly-Typed Recurrent Neural Networks
2016/02/06 by David Balduzzi, Muhammad Ghifary, Balduzzi, David +1 · 1 voice · 1 citation
Computer Science · #cs.LG #cs.NE
- Semantics, Representations and Grammars for Deep Learning
2015/09/29 by David Balduzzi, Balduzzi, David · 1 voice
Computer Science · #Neural Networks and Applications #Machine Learning and Algorithms #Reinforcement Learning in Robotics
- Compatible Value Gradients for Reinforcement Learning of Continuous Deep\n Policies
2015/09/10 by David Balduzzi, Muhammad Ghifary, Balduzzi, David +1 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
- LOGAN: Latent Optimisation for Generative Adversarial Networks
2019/12/02 by Yan Wu, Jeff Donahue, Wu, Yan +7 · 1 voice
#cs.LG #stat.ML