Vishesh Karwa
- Sharing Social Network Data: Differentially Private Estimation of\n Exponential-Family Random Graph Models
2015/11/09 by Vishesh Karwa, Pavel N. Krivitsky, Karwa, Vishesh +3 · 3 citations
Computer Science · Psychology · Social Sciences · #Privacy-Preserving Technologies in Data #LGBTQ Health, Identity, and Policy #Human Mobility and Location-Based Analysis
- Private Posterior distributions from Variational approximations
2015/11/24 by Vishesh Karwa, Karwa, Vishesh, Daniel Kifer +3 · 3 citations
Computer Science · Mathematics · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Statistical Methods and Bayesian Inference #Stochastic Gradient Optimization Techniques
- A systematic investigation of classical causal inference strategies\n under mis-specification due to network interference
2018/10/18 by Vishesh Karwa, Edoardo M. Airoldi, Karwa, Vishesh +1 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- On the admissibility of Horvitz-Thompson estimator for estimating causal effects under network interference
2023/12/02 by Vishesh Karwa, Edoardo M. Airoldi, Karwa, Vishesh +1 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #FOS: Mathematics #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)