Prasad, Adarsh

1. On Proximal Policy Optimization's Heavy-tailed Gradients
   2021/02/20 by Saurabh Garg, Joshua Zhanson, Garg, Saurabh +15 · 11 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Robotics (cs.RO) #Stochastic Gradient Optimization Techniques
2. Robust Estimation via Robust Gradient Estimation
   2018/02/19 by Prasad, Adarsh, Suggala, Arun Sai, Balakrishnan, Sivaraman +1 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. A Unified Approach to Robust Mean Estimation
   2019/07/01 by Adarsh Prasad, Prasad, Adarsh, Sivaraman Balakrishnan +3 · 7 citations
   Engineering · Mathematics · #Control Systems and Identification #Advanced Statistical Methods and Models #Statistical Methods and Inference
4. Revisiting Adversarial Risk
   2018/06/07 by Arun Sai Suggala, Adarsh Prasad, Suggala, Arun Sai +5 · 3 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Physical Unclonable Functions (PUFs) and Hardware Security