Rahul Mazumder
发表
Wenyu Chen,
Rahul Mazumder,
2020
.
Haihao Lu,
Rahul Mazumder,
R. Mazumder,
2018,
SIAM J. Optim..
Rahul Mazumder,
Antoine Dedieu,
Hussein Hazimeh,
2020,
J. Mach. Learn. Res..
Deepak K. Agarwal,
Rahul Mazumder,
R. Mazumder,
2011,
1110.5508.
Santanu S. Dey,
Rahul Mazumder,
Guanyi Wang,
2018
.
Condition Number Analysis of Logistic Regression, and its Implications for Standard First-Order Solution Methods
pdf
Paul Grigas,
Robert M. Freund,
Rahul Mazumder,
2018,
ArXiv.
Koulik Khamaru,
Rahul Mazumder,
R. Mazumder,
2018,
Math. Program..
Zhenyu Tan,
Rahul Mazumder,
Petros Mol,
2020,
ICML.
Kushal K. Dey,
Rahul Mazumder,
R. Mazumder,
2020,
bioRxiv.
Paul Grigas,
Robert M. Freund,
Rahul Mazumder,
2015,
SIAM J. Optim..
Paul Grigas,
Robert M. Freund,
Rahul Mazumder,
2015,
ArXiv.
Rahul Mazumder,
Hussein Hazimeh,
Ali Saab,
2020,
ArXiv.
The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization
Rahul Mazumder,
Peter Radchenko,
P. Radchenko,
2015,
IEEE Transactions on Information Theory.
Paul Grigas,
Robert M. Freund,
Rahul Mazumder,
2013,
ArXiv.
Liang Zhang,
Deepak Agarwal,
Rahul Mazumder,
2011,
1111.0416.
Dimitris Bertsimas,
Rahul Mazumder,
Martin S. Copenhaver,
2016,
J. Mach. Learn. Res..
Rahul Mazumder,
Hussein Hazimeh,
R. Mazumder,
2019,
AISTATS.
Solving large-scale L1-regularized SVMs and cousins: the surprising effectiveness of column and constraint generation
pdf
Rahul Mazumder,
Antoine Dedieu,
R. Mazumder,
2019,
ArXiv.
Robert Tibshirani,
Trevor J. Hastie,
Rahul Mazumder,
2010,
J. Mach. Learn. Res..
Kinjal Basu,
Amol Ghoting,
Rahul Mazumder,
2020,
ICML.
Trevor J. Hastie,
Rahul Mazumder,
T. Hastie,
2011,
Electronic journal of statistics.
Zhen Zhu,
Rahul Mazumder,
Hossein Vahabi,
2018,
CIKM.
Trevor J. Hastie,
Jason D. Lee,
Reza Bosagh Zadeh,
2014,
J. Mach. Learn. Res..
Trevor J. Hastie,
Rahul Mazumder,
T. Hastie,
2011,
J. Mach. Learn. Res..
Rahul Mazumder,
Dennis L. Sun,
R. Mazumder,
2013,
2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).
Rahul Mazumder,
Richard J. Samworth,
Wenyu Chen,
2021
.
Grouped Variable Selection with Discrete Optimization: Computational and Statistical Perspectives
pdf
Rahul Mazumder,
Hussein Hazimeh,
Peter Radchenko,
2021,
The Annals of Statistics.
Rahul Mazumder,
Kayhan Behdin,
R. Mazumder,
2021,
2109.11142.
Rahul Mazumder,
Haoyue Wang,
Shibal Ibrahim,
2021,
2107.08535.
Rahul Mazumder,
Haoyue Wang,
R. Mazumder,
2021,
2106.02175.
DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning
pdf
Aakanksha Chowdhery,
Ed H. Chi,
Lichan Hong,
2021,
NeurIPS.
Optimal Ensemble Construction for Multi-Study Prediction with Applications to COVID-19 Excess Mortality Estimation
pdf
Giovanni Parmigiani,
Rahul Mazumder,
Gabriel Loewinger,
2021,
ArXiv.
Newer is not always better: Rethinking transferability metrics, their peculiarities, stability and performance
pdf
Rahul Mazumder,
Natalia Ponomareva,
Shibal Ibrahim,
2021,
ArXiv.
Archetypal Analysis for Sparse Nonnegative Matrix Factorization: Robustness Under Misspecification
pdf
Rahul Mazumder,
Kayhan Behdin,
2021,
ArXiv.
Rahul Mazumder,
Ruikang K Wang,
James G Fujimoto,
2021,
Biomedical optics express.
Predicting Census Survey Response Rates via Interpretable Nonparametric Additive Models with Structured Interactions
pdf
Rahul Mazumder,
Emanuel Ben-David,
Peter Radchenko,
2021,
ArXiv.
Rahul Mazumder,
Haoyue Wang,
2021,
IPCO.
Dimitris Bertsimas,
Rahul Mazumder,
D. Bertsimas,
2013
.
Trevor Hastie,
Rahul Mazumder,
T. Hastie,
2011,
Electronic journal of statistics.
Trevor Hastie,
Rahul Mazumder,
Júlia Viladomat,
2014,
Biometrics.
Dimitris Bertsimas,
Rahul Mazumder,
Martin S. Copenhaver,
2017,
1708.04527.