← Authors

Alnur Ali

9 papers · 2012–2024 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (12) πŸ—ΊοΈ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (8) πŸŒ‰ Interdisciplinary Bridge 🧬 Topic Evolution πŸ”₯ Unstoppable (5)

Conferences

AISTATS (3) ICML (2) CONLL (1) EMNLP (1) JMLR (1) NIPS (1)

Top co-authors

J. Zico Kolter (3) Shasha Xie (2) Sang-Yun Oh (2) Jianfeng Gao (2) Xiaodong He (2) John C. Duchi (1) Eric Wong (1) Ryan Tibshirani (1) Ryan J. Tibshirani (1) Suyash Gupta (1)

Keywords

graphical model (2) high-dimensional estimation (2) ridge regression (2) sparse estimation (1) 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) inverse covariance estimation (1) conditional distribution (1) alternating direction method of multiplier (1) gradient flow (1) implicit regularization (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 NIPS 2016
Learning Lexicon Models from Search Logs for Query Expansion EMNLP 2012
Learning Lexicon Models from Search Logs for Query Expansion CONLL 2012