Reese Pathak

1. Optimally tackling covariate shift in RKHS-based nonparametric regression
   2022/05/06 by Cong Ma, Reese Pathak, Ma, Cong +3 · 9 citations
   Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #Statistics Theory (math.ST)
2. FedSplit: An algorithmic framework for fast federated optimization
   2020/05/11 by Reese Pathak, Pathak, Reese, Martin J. Wainwright +1 · 4 citations
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
3. Transformers can optimally learn regression mixture models
   2023/11/14 by Reese Pathak, Rajat Sen, Pathak, Reese +5 · 3 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Neural Networks and Applications #Bayesian Methods and Mixture Models
4. Revisiting mean estimation over ℓ_p balls: Is the MLE optimal?
   2025/06/12 by Liviu Aolaritei, Aolaritei, Liviu, Michael I. Jordan +5 · 1 citation
   Computer Science · Engineering · Mathematics · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistics Theory (math.ST)
5. Optimal mean width and metric entropy estimates for convex bodies
   2026/07/31 by Grigoris Paouris, Reese Pathak
   Mathematics · #math.MG #math.FA #math.PR
6. Beyond Modern Asymptotics for Log-Likelihood Ratios in Logistic Regression
   2026/08/03 by Hugo Chardon, Reese Pathak, Nikita Zhivotovskiy
   Computer Science · Mathematics · #cs.IT #cs.LG #math.ST