Alnur Ali

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Zico KolterCarnegie Mellon UniversityVerified email at cs.cmu.edu
Ryan TibshiraniProfessor of Statistics, UC BerkeleyVerified email at berkeley.edu
John DuchiAssociate Professor of Statistics and Electrical Engineering, Stanford UniversityVerified email at stanford.edu
Maxime CauchoisPhD Student, Stanford UniversityVerified email at stanford.edu
Stephen BoydProfessor of Electrical Engineering, Computer Science, and Management Science, StanfordVerified email at stanford.edu
Marina MeilaUniversity of WashingtonVerified email at stat.washington.edu
Edgar DobribanStatistics & Computer Science, University of PennsylvaniaVerified email at upenn.edu
Sang-Yun OhUniversity of California, Santa BarbaraVerified email at ucsb.edu
Akshay AgrawalPhD, Stanford UniversityVerified email at cs.stanford.edu
Rich CaruanaMicrosoft ResearchVerified email at microsoft.com
Ashish KapoorCEO and Chief Scientist, Scaled FoundationsVerified email at scaledfoundations.ai
Xiaodong HeAI Lab, JD.com; IEEE/CAAI FellowVerified email at ieee.org
Jianfeng GaoMicrosoft Research, RedmondVerified email at microsoft.com
Penporn KoanantakoolGoogleVerified email at google.com
Steven DiamondGridmaticVerified email at cs.stanford.edu
Xinyue ShenResearcher, MetaVerified email at meta.com
Brendan MurphyUniversity College DublinVerified email at ucd.ie
Eric WongUniversity of PennsylvaniaVerified email at cis.upenn.edu

Alnur Ali

Stanford University

Verified email at stanford.edu - Homepage

statistics machine learning optimization


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Experiments with Kemeny Ranking: What Works When? A Ali, M Meilă Mathematical Social Sciences 64 (1), 28-40, 2012	217	2012
A Continuous-Time View of Early Stopping for Least Squares Regression A Ali, JZ Kolter, RJ Tibshirani The 22nd International Conference on Artificial Intelligence and Statistics …, 2019	140	2019
The Implicit Regularization of Stochastic Gradient Flow for Least Squares A Ali, E Dobriban, R Tibshirani International Conference on Machine Learning, 233-244, 2020	98	2020
Robust Validation: Confident Predictions Even When Distributions Shift M Cauchois, S Gupta, A Ali, JC Duchi arXiv preprint arXiv:2008.04267, 2020	86*	2020
Minimum-Distortion Embedding A Agrawal, A Ali, S Boyd arXiv preprint arXiv:2103.02559, 2021	75	2021
The Generalized Lasso Problem and Uniqueness A Ali, RJ Tibshirani Electronic Journal of Statistics 13 (2), 2307-2347, 2019	57	2019
Active Learning with Model Selection A Ali, R Caruana, A Kapoor Proceedings of the 28th AAAI Conference on Artificial Intelligence, 1673-1679, 2014	50	2014
Learning Lexicon Models from Search Logs for Query Expansion J Gao, X He, S Xie, A Ali Proceedings of the 2012 Joint Conference on Empirical Methods in Natural …, 2012	47	2012
The Multiple Quantile Graphical Model A Ali, JZ Kolter, RJ Tibshirani Advances in Neural Information Processing Systems, 3747-3755, 2016	29	2016
A Semismooth Newton Method for Fast, Generic Convex Programming A Ali, E Wong, JZ Kolter arXiv preprint arXiv:1705.00772, 2017	28	2017
Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation P Koanantakool, A Ali, A Azad, A Buluc, D Morozov, SY Oh, L Oliker, ... arXiv preprint arXiv:1710.10769, 2017	19	2017
Generalized Pseudolikelihood Methods for Inverse Covariance Estimation A Ali, K Khare, SY Oh, B Rajaratnam arXiv preprint arXiv:1606.00033, 2016	18	2016
Disciplined Convex Stochastic Programming: A New Framework for Stochastic Optimization A Ali, JZ Kolter, S Diamond, S Boyd Proceedings of the 31st Conference on Uncertainty in Artificial Intelligence …, 2015	18	2015
Predictive Inference with Weak Supervision M Cauchois, S Gupta, A Ali, J Duchi arXiv preprint arXiv:2201.08315, 2022	15	2022
Preferences in College Applications: A Nonparametric Bayesian Analysis of Top-10 Rankings A Ali, TB Murphy, M Meila, H Chen Advances in Neural Information Processing Systems 23, Workshop on …, 2010	4	2010
Accelerated gradient flow: Risk, stability, and implicit regularization Y Sheng, A Ali arXiv preprint arXiv:2201.08311, 2022	3	2022
Minimizing Oracle-Structured Composite Functions X Shen, A Ali, S Boyd Optimization and Engineering, 1-35, 2022	3	2022
A Comment and Erratum on “Excess Optimism: How Biased is the Apparent Error of an Estimator Tuned by SURE?” M Cauchois, A Ali, J Duchi arXiv preprint arXiv:2112.14353, 2021	1	2021
Confidence Bands for a Log-Concave Density G Walther, A Ali, X Shen, S Boyd arXiv preprint arXiv:2011.03668, 2020	1	2020
The Lifecycle of a Statistical Model: Model Failure Detection, Identification, and Refitting A Ali, M Cauchois, JC Duchi arXiv preprint arXiv:2202.04166, 2022		2022

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