Sai Ganesh Nagarajan
- On the Analysis of EM for truncated mixtures of two Gaussians
2019/02/19 by Sai Ganesh Nagarajan, Nagarajan, Sai Ganesh, Ioannis Panageas +1 · 2 citations
Computer Science · Engineering · Mathematics · #Bayesian Methods and Mixture Models #Control Systems and Identification #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Distribution Estimation and Applications
- Depth-Width Trade-offs for ReLU Networks via Sharkovsky's Theorem
2019/12/09 by Vaggos Chatziafratis, Sai Ganesh Nagarajan, Chatziafratis, Vaggos +5 · 1 citation
Computer Science · Engineering · #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Interconnection Networks and Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel Computing and Optimization Techniques #VLSI and FPGA Design Techniques
- Efficient Statistics for Sparse Graphical Models from Truncated Samples
2020/06/17 by Arnab Bhattacharyya, Rathin Desai, Bhattacharyya, Arnab +5 · 1 citation
Computer Science · Mathematics · #Advanced Statistical Methods and Models #Bayesian Modeling and Causal Inference #Computation (stat.CO) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #Statistics Theory (math.ST)