Yeshwanth Cherapanamjeri

1. Efficient Automated Circuit Discovery in Transformers using Contextual Decomposition
   2024/07/01 by Aliyah R. Hsu, Hsu, Aliyah R., Yeshwanth Cherapanamjeri +9 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
2. Optimal Mean Estimation without a Variance
   2020/11/24 by Yeshwanth Cherapanamjeri, Cherapanamjeri, Yeshwanth, Nilesh Tripuraneni +5 · 3 citations
   Mathematics · #Statistical Methods and Inference #Statistical Methods and Bayesian Inference #Advanced Statistical Methods and Models
3. Optimal PAC Bounds Without Uniform Convergence
   2023/04/18 by Ishaq Aden-Ali, Yeshwanth Cherapanamjeri, Aden-Ali, Ishaq +5 · 3 citations
   Computer Science · #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Algorithms #Statistics Theory (math.ST)
4. How much is a noisy image worth? Data Scaling Laws for Ambient Diffusion
   2024/11/05 by Giannis Daras, Yeshwanth Cherapanamjeri, Daras, Giannis +3 · 6 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Machine Learning (cs.LG)
5. Optimal Robust Linear Regression in Nearly Linear Time
   2020/07/16 by Yeshwanth Cherapanamjeri, Efe Aras, Cherapanamjeri, Yeshwanth +9 · 2 citations
   Computer Science · Engineering · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
6. Fast Mean Estimation with Sub-Gaussian Rates
   2019/02/06 by Yeshwanth Cherapanamjeri, Cherapanamjeri, Yeshwanth, Nicolas Flammarion +3 · 1 citation
   Computer Science · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods #Statistics Theory (math.ST)
7. Thresholding based Efficient Outlier Robust PCA
   2017/02/18 by Yeshwanth Cherapanamjeri, Prateek Jain, Cherapanamjeri, Yeshwanth +3 · 1 citation
   Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Blind Source Separation Techniques #Advanced Statistical Methods and Models
8. The One-Inclusion Graph Algorithm is not Always Optimal
   2022/12/19 by Ishaq Aden-Ali, Yeshwanth Cherapanamjeri, Aden-Ali, Ishaq +5 · 1 citation
   Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Statistical Methods and Inference #Statistics Theory (math.ST)