Imani, Ehsan

1. Improving Regression Performance with Distributional Losses
   2018/06/12 by Imani, Ehsan, White, Martha · 14 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. The Tunnel Effect: Building Data Representations in Deep Neural Networks
   2023/05/31 by Wojciech Masarczyk, Masarczyk, Wojciech, Mateusz Ostaszewski +9 · 6 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Investigating the Histogram Loss in Regression
   2024/02/20 by Ehsan Imani, Imani, Ehsan, Kai Luedemann +7 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
4. An Off-policy Policy Gradient Theorem Using Emphatic Weightings
   2018/11/22 by Ehsan Imani, Eric Graves, Imani, Ehsan +3 · 1 citation
   Computer Science · #Adaptive Dynamic Programming Control #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
5. Hallucinating Value: A Pitfall of Dyna-style Planning with Imperfect Environment Models
   2020/06/08 by Jafferjee, Taher, Imani, Ehsan, Talvitie, Erin +2 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Representation Alignment in Neural Networks
   2021/12/15 by Ehsan Imani, Imani, Ehsan, Wei Hu +3 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques