Alnur Ali
8 papers · 2012–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Keywords
graphical model
(2)
alternating direction method of multiplier
(2)
high-dimensional estimation
(2)
ridge regression
(2)
weak supervision
(1)
numerical optimization
(1)
quantile regression
(1)
conic programming
(1)
support recovery
(1)
excess risk
(1)
statistical risk
(1)
least squares regression
(1)
conic optimization
(1)
early stopping
(1)
convex programming
(1)
conditional independence
(1)
inverse covariance estimation
(1)
neighborhood selection
(1)
conditional distribution
(1)
gradient flow
(1)
Papers
Predictive Inference with Weak Supervision
JMLR 2024
The Implicit Regularization of Stochastic Gradient Flow for Least Squares
ICML 2020
A Continuous-Time View of Early Stopping for Least Squares Regression
AISTATS 2019
Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation
AISTATS 2018
A Semismooth Newton Method for Fast, Generic Convex Programming
ICML 2017
Generalized Pseudolikelihood Methods for Inverse Covariance Estimation
AISTATS 2017
The Multiple Quantile Graphical Model
NeurIPS 2016
Learning Lexicon Models from Search Logs for Query Expansion
EMNLP 2012