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Optimal network online change point localisation


Jan 14, 2021
Yi Yu, Oscar Hernan Madrid Padilla, Daren Wang, Alessandro Rinaldo


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Nonparametric Estimation in the Dynamic Bradley-Terry Model


Feb 28, 2020
Heejong Bong, Wanshan Li, Shamindra Shrotriya, Alessandro Rinaldo

* To appear in AISTATS 2020 

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On conditional versus marginal bias in multi-armed bandits


Feb 19, 2020
Jaehyeok Shin, Aaditya Ramdas, Alessandro Rinaldo

* 20 pages 

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Cryptocurrency Price Prediction and Trading Strategies Using Support Vector Machines


Nov 28, 2019
David Zhao, Alessandro Rinaldo, Christopher Brookins

* Corrected typos 

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Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection


Jul 08, 2019
Xiaoyi Gu, Leman Akoglu, Alessandro Rinaldo


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The bias of the sample mean in multi-armed bandits can be positive or negative


May 27, 2019
Jaehyeok Shin, Aaditya Ramdas, Alessandro Rinaldo

* 21 pages. arXiv admin note: text overlap with arXiv:1902.00746 

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On the bias, risk and consistency of sample means in multi-armed bandits


Feb 02, 2019
Jaehyeok Shin, Aaditya Ramdas, Alessandro Rinaldo

* 35 pages 

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Time Series Featurization via Topological Data Analysis: an Application to Cryptocurrency Trend Forecasting


Dec 07, 2018
Kwangho Kim, Jisu Kim, Alessandro Rinaldo

* 36 pages 

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Distribution-Free Predictive Inference For Regression


Mar 08, 2017
Jing Lei, Max G'Sell, Alessandro Rinaldo, Ryan J. Tibshirani, Larry Wasserman

* 50 pages, 7 figures, 3 tables 

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Statistical Inference for Cluster Trees


Feb 12, 2017
Jisu Kim, Yen-Chi Chen, Sivaraman Balakrishnan, Alessandro Rinaldo, Larry Wasserman

* 20 pages, 6 figures, accepted in Neural Information Processing Systems (NIPS) 2016 

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Statistical Analysis of Persistence Intensity Functions


Oct 08, 2015
Yen-Chi Chen, Daren Wang, Alessandro Rinaldo, Larry Wasserman

* 10 pages, 5 figures 

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Consistency of spectral clustering in stochastic block models


Dec 30, 2014
Jing Lei, Alessandro Rinaldo

* Annals of Statistics 2015, Vol. 43, No. 1, 215-237 
* Published in at http://dx.doi.org/10.1214/14-AOS1274 the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical Statistics (http://www.imstat.org

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Confidence sets for persistence diagrams


Nov 20, 2014
Brittany Terese Fasy, Fabrizio Lecci, Alessandro Rinaldo, Larry Wasserman, Sivaraman Balakrishnan, Aarti Singh

* Annals of Statistics 2014, Vol. 42, No. 6, 2301-2339 
* Published in at http://dx.doi.org/10.1214/14-AOS1252 the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical Statistics (http://www.imstat.org

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Statistical Models for Degree Distributions of Networks


Nov 14, 2014
Kayvan Sadeghi, Alessandro Rinaldo

* 13 pages. 4 figures, a shorter version to be presented at NIPS workshop 2014 

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Estimating Undirected Graphs Under Weak Assumptions


Sep 26, 2013
Larry Wasserman, Mladen Kolar, Alessandro Rinaldo


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DeBaCl: A Python Package for Interactive DEnsity-BAsed CLustering


Jul 30, 2013
Brian P. Kent, Alessandro Rinaldo, Timothy Verstynen

* 28 pages, 9 figures, for associated software see https://github.com/CoAxLab/DeBaCl 

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Tight Lower Bounds for Homology Inference


Jul 29, 2013
Sivaraman Balakrishnan, Alessandro Rinaldo, Aarti Singh, Larry Wasserman

* 5 pages 

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Cluster Trees on Manifolds


Jul 24, 2013
Sivaraman Balakrishnan, Srivatsan Narayanan, Alessandro Rinaldo, Aarti Singh, Larry Wasserman

* 28 pages, 3 figures 

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Recovering Block-structured Activations Using Compressive Measurements


Jun 24, 2013
Sivaraman Balakrishnan, Mladen Kolar, Alessandro Rinaldo, Aarti Singh


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A Conformal Prediction Approach to Explore Functional Data


Feb 26, 2013
Jing Lei, Alessandro Rinaldo, Larry Wasserman


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Distribution-Free Distribution Regression


Feb 01, 2013
Barnabas Poczos, Alessandro Rinaldo, Aarti Singh, Larry Wasserman


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Changepoint Detection over Graphs with the Spectral Scan Statistic


Jun 04, 2012
James Sharpnack, Alessandro Rinaldo, Aarti Singh


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Differential Privacy for Functions and Functional Data


Mar 12, 2012
Rob Hall, Alessandro Rinaldo, Larry Wasserman


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Minimax Rates for Homology Inference


Dec 23, 2011
Sivaraman Balakrishnan, Alessandro Rinaldo, Don Sheehy, Aarti Singh, Larry Wasserman

* 16 pages, 4 figures. Artificial Intelligence and Statistics, AISTATS 2012, Accepted as oral presentation 

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Random Differential Privacy


Dec 12, 2011
Rob Hall, Alessandro Rinaldo, Larry Wasserman


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Stability of Density-Based Clustering


Nov 11, 2010
Alessandro Rinaldo, Aarti Singh, Rebecca Nugent, Larry Wasserman


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On the Geometry of Discrete Exponential Families with Application to Exponential Random Graph Models


Dec 30, 2008
Stephen E. Fienberg, Alessandro Rinaldo, Yi Zhou


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