Alnur Ali
Alnur Ali
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Cited by
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Experiments with Kemeny Ranking: What Works When?
A Ali, M Meilă
Mathematical Social Sciences 64 (1), 28-40, 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
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
Active Learning with Model Selection
A Ali, R Caruana, A Kapoor
Proceedings of the 28th AAAI Conference on Artificial Intelligence, 1673-1679, 2014
The Implicit Regularization of Stochastic Gradient Flow for Least Squares
A Ali, E Dobriban, R Tibshirani
International Conference on Machine Learning, 233-244, 2020
The Generalized Lasso Problem and Uniqueness
A Ali, RJ Tibshirani
Electronic Journal of Statistics 13 (2), 2307-2347, 2019
A Semismooth Newton Method for Fast, Generic Convex Programming
A Ali, E Wong, JZ Kolter
arXiv preprint arXiv:1705.00772, 2017
Generalized Pseudolikelihood Methods for Inverse Covariance Estimation
A Ali, K Khare, SY Oh, B Rajaratnam
arXiv preprint arXiv:1606.00033, 2016
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
The Multiple Quantile Graphical Model
A Ali, JZ Kolter, RJ Tibshirani
Advances in Neural Information Processing Systems, 3747-3755, 2016
Robust validation: Confident predictions even when distributions shift
M Cauchois, S Gupta, A Ali, JC Duchi
arXiv preprint arXiv:2008.04267, 2020
Minimum-Distortion Embedding
A Agrawal, A Ali, S Boyd
arXiv preprint arXiv:2103.02559, 2021
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
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
Model-free reinforcement learning for minimizing grid interaction of solar energy generation and heat pump loads in net zero-energy buildings
A Ali
Minimizing Oracle-Structured Composite Functions
X Shen, A Ali, S Boyd
arXiv preprint arXiv:2105.14153, 2021
Confidence Bands for a Log-Concave Density
G Walther, A Ali, X Shen, S Boyd
arXiv preprint arXiv:2011.03668, 2020
Statistical and Computational Properties of Some “User-Friendly” Methods for High-Dimensional Estimation
A Ali
Carnegie Mellon University, 2019
Confidence bands for a log-concave density Open Website
G Walther, A Ali, X Shen, S Boyd
Minimizing Oracle-Structured Composite Functions Open Website
X Shen, A Ali, S Boyd
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