vix.ing · top · new · best · stats · spec

Alessandro Rinaldo

  1. Distribution-Free Predictive Inference For Regression
    2016/04/14 by Jing Lei, Max G'Sell, Max G’Sell +8 · 1 voice · 116 citations
    Mathematics · #Advanced Statistical Methods and Models #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #math.ST #stat.ME #stat.ML
  2. Subsampling Methods for Persistent Homology
    2014/06/07 by Frédéric Chazal, Chazal, Frédéric, Brittany Terese Fasy +9 · 10 citations
    Computer Science · #Topological and Geometric Data Analysis
  3. Bootstrapping and Sample Splitting For High-Dimensional, Assumption-Free Inference
    2016/11/16 by Alessandro Rinaldo, Larry Wasserman, Rinaldo, Alessandro +5 · 5 citations
    Computer Science · Engineering · Mathematics · #62G05 #FOS: Mathematics #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
  4. Robust Topological Inference: Distance To a Measure and Kernel Distance
    2014/12/22 by Frédéric Chazal, Chazal, Frédéric, Brittany Terese Fasy +9 · 5 citations
    Computer Science · #Algebraic Topology (math.AT) #Computational Geometry (cs.CG) #FOS: Computer and information sciences #FOS: Mathematics #Statistics Theory (math.ST) #Topological and Geometric Data Analysis
  5. E-detectors: a nonparametric framework for sequential change detection
    2022/03/07 by Jaehyeok Shin, Shin, Jaehyeok, Aaditya Ramdas +3 · 6 citations
    Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Probability and Statistical Research #Statistical Methods in Clinical Trials #Statistics Theory (math.ST)
  6. Univariate Mean Change Point Detection: Penalization, CUSUM and Optimality
    2018/10/22 by Daren Wang, Yi Yu, Wang, Daren +3 · 4 citations
    Engineering · Mathematics · #Advanced Causal Inference Techniques #Control Systems and Identification #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)
  7. On Least Square Estimation in Softmax Gating Mixture of Experts
    2024/02/05 by Huy Hoang Nguyen, Nhat Ho, Nguyen, Huy +3 · 7 citations
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Target Tracking and Data Fusion in Sensor Networks
  8. Autoregressive Process Modeling via the Lasso Procedure
    2008/05/08 by Yuval Nardi, Alessandro Rinaldo, Nardi, Yuval +1 · 2 citations
    Mathematics · Computer Science · Economics, Econometrics and Finance · #Statistical Methods and Inference #Bayesian Methods and Mixture Models #Financial Risk and Volatility Modeling
  9. Statistical Analysis of Persistence Intensity Functions
    2015/10/08 by Yen‐Chi Chen, Chen, Yen-Chi, Daren Wang +5 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topological and Geometric Data Analysis #Cell Image Analysis Techniques #Metabolomics and Mass Spectrometry Studies
  10. Are sample means in multi-armed bandits positively or negatively biased?
    2019/05/27 by Jaehyeok Shin, Aaditya Ramdas, Shin, Jaehyeok +3 · 3 citations
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  11. Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection
    2019/07/08 by Xiaoyi Gu, Leman Akoglu, Gu, Xiaoyi +3 · 3 citations
    Computer Science · Mathematics · Medicine · #Advanced Statistical Methods and Models #Anomaly Detection Techniques and Applications #Data-Driven Disease Surveillance #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
  12. Nonparametric Estimation in the Dynamic Bradley-Terry Model
    2020/02/28 by Heejong Bong, Bong, Heejong, Wan‐Shan Li +5 · 2 citations
    Economics, Econometrics and Finance · Decision Sciences · #Game Theory and Voting Systems #Game Theory and Applications #Auction Theory and Applications
  13. Optimal Change Point Detection and Localization in Sparse Dynamic Networks
    2018/09/25 by Daren Wang, Wang, Daren, Yi Yu +3 · 5 citations
    Mathematics · Psychology · #Advanced Causal Inference Techniques #Change point detection #FOS: Computer and information sciences #Low-rank networks #Mental Health Research Topics #Methodology (stat.ME) #Minimax optimality #Statistical Methods and Inference #Stochastic block model
  14. Statistical Inference for Policy Evaluation with Temporal Difference Learning
    2024/10/21 by Weichen Wu, Gen Li, Wu, Weichen +5 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Text and Document Classification Technologies
  15. Localizing Changes in High-Dimensional Vector Autoregressive Processes
    2019/09/12 by Daren Wang, Wang, Daren, Yi Yu +5 · 2 citations
    Mathematics · Engineering · Economics, Econometrics and Finance · #Statistical Methods and Inference #Control Systems and Identification #Complex Systems and Time Series Analysis
  16. On the Geometry of Discrete Exponential Families with Application to Exponential Random Graph Models
    2008/12/30 by Stephen E. Fienberg, Alessandro Rinaldo, Fienberg, Stephen E. +3 · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #Bayesian Modeling and Causal Inference #Markov Chains and Monte Carlo Methods #Complex Network Analysis Techniques
  17. A Sequential Test for Log-Concavity
    2023/01/09 by Aditya Gangrade, Gangrade, Aditya, Alessandro Rinaldo +3 · 2 citations
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)
  18. Predictive clustering
    2019/03/19 by Jaehyeok Shin, Alessandro Rinaldo, Shin, Jaehyeok +3 · 1 citation
    Computer Science · #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #Data Management and Algorithms #FOS: Computer and information sciences #Methodology (stat.ME)
  19. High-dimensional CLT for Sums of Non-degenerate Random Vectors:\n n-1/2-rate
    2020/09/28 by Arun Kumar Kuchibhotla, Kuchibhotla, Arun Kumar, Alessandro Rinaldo +1 · 1 citation
    Mathematics · #Random Matrices and Applications #Advanced Algebra and Geometry #Point processes and geometric inequalities
  20. Localizing Changes in High-Dimensional Regression Models
    2020/10/20 by Alessandro Rinaldo, Rinaldo, Alessandro, Daren Wang +7 · 1 citation
    Mathematics · Engineering · #Statistical Methods and Inference #Control Systems and Identification #Advanced Statistical Methods and Models
  21. Estimating Undirected Graphs Under Weak Assumptions
    2013/09/26 by Larry Wasserman, Mladen Kolar, Wasserman, Larry +3 · 3 citations
    Mathematics · Computer Science · #Statistical Methods and Inference #Advanced Graph Theory Research #Bayesian Modeling and Causal Inference
  22. Generalized Results for the Existence and Consistency of the MLE in the Bradley-Terry-Luce Model
    2021/10/21 by Heejong Bong, Alessandro Rinaldo, Bong, Heejong +1 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #62F07 #Advanced Bandit Algorithms Research #FOS: Mathematics #G.3 #Game Theory and Voting Systems #Multi-Criteria Decision Making #Statistics Theory (math.ST)
  23. Approximate Recovery in Changepoint Problems, from ℓ2 Estimation Error Rates
    2016/06/21 by Kevin Lin, James Sharpnack, Lin, Kevin +5 · 2 citations
    Mathematics · Economics, Econometrics and Finance · #Statistical Methods and Inference #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life
  24. Uniform Convergence Rate of the Kernel Density Estimator Adaptive to\n Intrinsic Volume Dimension
    2018/10/13 by Jisu Kim, Kim, Jisu, Jaehyeok Shin +5 · 1 citation
    Computer Science · Mathematics · #Topological and Geometric Data Analysis #Statistical Methods and Inference
  25. Optimal network online change point localisation
    2021/01/14 by Yi Yu, Yu, Yi, Oscar Hernán Madrid Padilla +5 · 2 citations
    Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Statistical Methods and Inference #Statistics Theory (math.ST)
  26. Prediction-Only Distillation in Linear and Logistic Regression
    2026/07/16 by Hien Dang, Pratik Patil, Alessandro Rinaldo
    #math.ST #cs.LG #stat.ML #stat.TH