Shubhanshu Shekhar

1. A Permutation-free Kernel Two-Sample Test
   2022/11/27 by Shubhanshu Shekhar, Ilmun Kim, Shekhar, Shubhanshu +3 · 6 citations
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)
2. A Permutation-Free Kernel Independence Test
   2022/12/18 by Shubhanshu Shekhar, Ilmun Kim, Shekhar, Shubhanshu +3 · 5 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
3. Reducing sequential change detection to sequential estimation
   2023/09/16 by Shubhanshu Shekhar, Aaditya Ramdas, Shekhar, Shubhanshu +1 · 1 citation
   Decision Sciences · Computer Science · Medicine · #Advanced Statistical Process Monitoring #Data Stream Mining Techniques #Clinical Laboratory Practices and Quality Control
4. Multi-Scale Zero-Order Optimization of Smooth Functions in an RKHS
   2020/05/11 by Shubhanshu Shekhar, Tara Javidi, Shekhar, Shubhanshu +1 · 1 citation
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms
5. Risk-limiting Financial Audits via Weighted Sampling without Replacement
   2023/05/08 by Shubhanshu Shekhar, Ziyu Xu, Shekhar, Shubhanshu +7 · 1 citation
   Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Auction Theory and Applications #FOS: Computer and information sciences #FOS: Mathematics #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
6. On the near-optimality of betting confidence sets for bounded means
   2023/10/02 by Shubhanshu Shekhar, Aaditya Ramdas, Shekhar, Shubhanshu +1 · 1 citation
   Mathematics · Decision Sciences · #Statistical Methods and Inference #Advanced Statistical Process Monitoring #Statistical Methods and Bayesian Inference
7. Efficient Sequential Evaluation of Large Language Models
   2026/07/19 by Chia-Yu Hsu, Shubhanshu Shekhar
   #stat.ML #cs.LG #stat.ME