Alnur Ali

Most-cited papers

Experiments with Kemeny ranking: What works when?
Alnur Ali, M. Meilă
2012Mathematical Social Sciences166 citations
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Robust Validation: Confident Predictions Even When Distributions Shift
Maxime Cauchois, Suyash Gupta, Alnur Ali, John C. Duchi
2020Journal of the American Statistical Association135 citations Open access
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A Continuous-Time View of Early Stopping for Least Squares Regression
Alnur Ali, J. Kolter, R. Tibshirani
2018International Conference on Artificial Intelligence and Statistics123 citations
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The Implicit Regularization of Stochastic Gradient Flow for Least Squares
Alnur Ali, Edgar Dobriban, R. Tibshirani
2020International Conference on Machine Learning93 citations
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Minimum-Distortion Embedding
Akshay Agrawal, Alnur Ali, S. Boyd
2021Found. Trends Mach. Learn.87 citations Open access
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The Generalized Lasso Problem and Uniqueness
Alnur Ali, R. Tibshirani
2018Electronic Journal of Statistics51 citations Open access
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Learning Lexicon Models from Search Logs for Query Expansion
Jianfeng Gao, Shasha Xie, Xiao-Dong He, Alnur Ali
2012Conference on Empirical Methods in Natural Language Processing42 citations
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Active Learning with Model Selection
Alnur Ali, R. Caruana, Ashish Kapoor
2014AAAI Conference on Artificial Intelligence39 citations Open access
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A Semismooth Newton Method for Fast, Generic Convex Programming
Alnur Ali, Eric Wong, J. Kolter
2017International Conference on Machine Learning28 citations
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The Multiple Quantile Graphical Model
Alnur Ali, J. Kolter, R. Tibshirani
2016Neural Information Processing Systems22 citations
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Disciplined Convex Stochastic Programming: A New Framework for Stochastic Optimization
Alnur Ali, J. Kolter, Steven Diamond, Stephen P. Boyd
2015Conference on Uncertainty in Artificial Intelligence18 citations
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Predictive Inference with Weak Supervision
Maxime Cauchois, Suyash Gupta, Alnur Ali, John C. Duchi
2022Journal of machine learning research17 citations
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Generalized Pseudolikelihood Methods for Inverse Covariance Estimation
Alnur Ali, K. Khare, Sang-Yun Oh, B. Rajaratnam
2016International Conference on Artificial Intelligence and Statistics16 citations
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Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation
Penporn Koanantakool, Alnur Ali, A. Azad, Aydın Buluç +4 more
2017International Conference on Artificial Intelligence and Statistics12 citations
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Predictive Models of Form Filling
Alnur Ali, Christopher Meek
20096 citations
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A State-of-the-Art SQL Reasoning Model using RLVR
Alnur Ali, Ashutosh Baheti, Jonathan D. Chang, Ta-Chung Chi +12 more
2025arXiv.org5 citations
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The Lifecycle of a Statistical Model: Model Failure Detection, Identification, and Refitting
Alnur Ali, Maxime Cauchois, John C. Duchi
20225 citations
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Preferences in college applications - a nonparametric Bayesian analysis of top-10 rankings
Alnur Ali, T. B. Murphy, M. Meilă, Harr Chen
20104 citations
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Cost function minimization in RC ladder networks
Hyong Kim, Alnur Ali
19764 citations
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Confidence Bands for a Log-Concave Density
G. Walther, Alnur Ali, Xinyue Shen, Stephen P. Boyd
2020Journal of Computational And Graphical Statistics3 citations Open access
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Accelerated Gradient Flow: Risk, Stability, and Implicit Regularization
Yue Sheng, Alnur Ali
2022arXiv.org2 citations
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A comment and erratum on"Excess Optimism: How Biased is the Apparent Error of an Estimator Tuned by SURE?"
Maxime Cauchois, Alnur Ali, John C. Duchi
20212 citations
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Minimizing oracle-structured composite functions
Xinyue Shen, Alnur Ali, Stephen P. Boyd
2021Optimization and Engineering2 citations Open access
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Communication-Avoiding Optimization Methods for Massive-Scale Graphical Model Structure Learning
Penporn Koanantakool, Alnur Ali, A. Azad, Aydın Buluç +4 more
2017arXiv.org1 citations
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Statistical and Computational Properties of Some "User-Friendly" Methods for High-Dimensional Estimation
Alnur Ali
20190 citations
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Supplement to “ The Multiple Quantile Graphical Model ”
Alnur Ali
20160 citations
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Stochastic Optimization with cvxpy EE 364 b Project Final Report
Alnur Ali
20150 citations
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Robust Cost-Sensitive Confidence-Weighted Classification
Alnur Ali, K. Collins-Thompson
20132013 IEEE 13th International Conference on Data Mining Workshops0 citations
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Mining Low-Risk Rules for Altering Query Terms from Large-Scale Logs of Query Reformulations
K. Collins-Thompson, N. Lao, Alnur Ali, J. Teevan
20110 citations
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