Rupesh K. Srivastava

1. Highway Networks
   2015/05/03 by Rupesh K. Srivastava, Rupesh Kumar Srivastava, Srivastava, Rupesh Kumar +4 · 1 voice · 26 citations
   Computer Science · #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques #Adversarial Robustness in Machine Learning
2. Highway and Residual Networks learn Unrolled Iterative Estimation
   2016/12/22 by Klaus Greff, Rupesh K. Srivastava, Greff, Klaus +3 · 7 citations
   Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #I.5.1 #Machine Learning (cs.LG) #Machine Learning and Algorithms #Multidisciplinary Science and Engineering Research #Neural and Evolutionary Computing (cs.NE)
3. Binding via Reconstruction Clustering
   2015/11/19 by Klaus Greff, Rupesh K. Srivastava, Greff, Klaus +3 · 2 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques #Image and Signal Denoising Methods
4. Reward-Weighted Regression Converges to a Global Optimum
   2021/07/19 by Miroslav Štrupl, Štrupl, Miroslav, Francesco Faccio +7 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #68T05 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gene Regulatory Network Analysis #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Receptor Mechanisms and Signaling #Reinforcement Learning in Robotics
5. All You Need Is Supervised Learning: From Imitation Learning to Meta-RL With Upside Down RL
   2022/02/24 by Kai Arulkumaran, Arulkumaran, Kai, Dylan R. Ashley +5 · 1 citation
   Decision Sciences · Computer Science · #Auction Theory and Applications #Reinforcement Learning in Robotics
6. Upside-Down Reinforcement Learning Can Diverge in Stochastic Environments With Episodic Resets
   2022/05/13 by Miroslav Štrupl, Štrupl, Miroslav, Francesco Faccio +7 · 1 citation
   Computer Science · #68T05 #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
7. Universal Smoothed Score Functions for Generative Modeling
   2023/03/21 by Saeed Saremi, Rupesh K. Srivastava, Saremi, Saeed +3 · 1 citation
   Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Topic Modeling