Pogodin, Roman

1. Self-Supervised Learning with Kernel Dependence Maximization
   2021/06/15 by Yazhe Li, Li, Yazhe, Roman Pogodin +5 · 8 citations
   Computer Science · #Anomaly Detection Techniques and 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) #Machine Learning and Data Classification
2. Kernelized information bottleneck leads to biologically plausible 3-factor Hebbian learning in deep networks
   2020/06/12 by Roman Pogodin, Peter E. Latham, Pogodin, Roman +1 · 6 citations
   Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Applications
3. Practical Kernel Tests of Conditional Independence
   2024/02/20 by Roman Pogodin, Antonin Schrab, Pogodin, Roman +7 · 5 citations
   Mathematics · Computer Science · #Statistical Methods and Inference #Advanced Statistical Methods and Models #Bayesian Modeling and Causal Inference
4. Towards Biologically Plausible Convolutional Networks
   2021/06/22 by Roman Pogodin, Pogodin, Roman, Yash Mehta +5 · 1 citation
   Neuroscience · Computer Science · Engineering · #Neural dynamics and brain function #Visual Attention and Saliency Detection #Advanced Memory and Neural Computing