Publications by authors named "Pradeep Ravikumar"

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AnEMIC: A Framework for Benchmarking ICD Coding Models.
Juyong Kim, Abheesht Sharma, Suhas Shanbhogue, Pradeep Ravikumar, Jeremy C Weiss

Proc Conf Empir Methods Nat Lang Process· December 2022

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Context-Sensitive Spelling Correction of Clinical Text via Conditional Independence.
Juyong Kim, Jeremy C Weiss, Pradeep Ravikumar

Proc Mach Learn Res· April 2022

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The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities.
Arun Sai Suggala, Mladen Kolar, Pradeep Ravikumar

Adv Neural Inf Process Syst· December 2017

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Latent Feature Lasso.
Ian E H Yen, Wei-Cheng Lee, Sung-En Chang, Arun S Suggala, Shou-De Lin, Pradeep Ravikumar

Proc Mach Learn Res· August 2017

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Scalable Convex Multiple Sequence Alignment via Entropy-Regularized Dual Decomposition.
Jiong Zhang, Ian E H Yen, Pradeep Ravikumar, Inderjit S Dhillon

JMLR Workshop Conf Proc· April 2017

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Greedy Direction Method of Multiplier for MAP Inference of Large Output Domain.
Xiangru Huang, Qixing Huang, Ian E H Yen, Pradeep Ravikumar, Ruohan Zhang

JMLR Workshop Conf Proc· April 2017

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SHAPE BASED IMAGE RECONSTRUCTION USING LINEARIZED DEFORMATIONS.
Ozan Öktem, Chong Chen, Nevzat Onur Domaniç, Pradeep Ravikumar, Chandrajit Bajaj

Inverse Probl· March 2017

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A Review of Multivariate Distributions for Count Data Derived from the Poisson Distribution.
David Inouye, Eunho Yang, Genevera Allen, Pradeep Ravikumar

Wiley Interdiscip Rev Comput Stat· March 2017

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Dual Decomposed Learning with Factorwise Oracles for Structural SVMs of Large Output Domain.
Ian E H Yen, Xiangru Huang, Kai Zhong, Ruohan Zhang, Pradeep Ravikumar

Adv Neural Inf Process Syst· December 2016

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XMRF: an R package to fit Markov Networks to high-throughput genetics data.
Ying-Wooi Wan, Genevera I Allen, Yulia Baker, Eunho Yang, Pradeep Ravikumar

BMC Syst Biol· August 2016

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Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies.
David I Inouye, Pradeep Ravikumar, Inderjit S Dhillon

JMLR Workshop Conf Proc· June 2016

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A Convex Atomic-Norm Approach to Multiple Sequence Alignment and Motif Discovery.
Ian E H Yen, Xin Lin, Jiong Zhang, Pradeep Ravikumar, Inderjit S Dhillon

JMLR Workshop Conf Proc· January 2016

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Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs.
Vidyashankar Sivakumar, Arindam Banerjee, Pradeep Ravikumar

Adv Neural Inf Process Syst· December 2015

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Graphical Models via Univariate Exponential Family Distributions.
Eunho Yang, Pradeep Ravikumar, Genevera I Allen, Zhandong Liu

J Mach Learn Res· December 2015

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Predicting growth conditions from internal metabolic fluxes in an in-silico model of E. coli.
Viswanadham Sridhara, Austin G Meyer, Piyush Rai, Jeffrey E Barrick, Pradeep Ravikumar

PLoS One· October 2015

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ENCODING AND DECODING V1 FMRI RESPONSES TO NATURAL IMAGES WITH SPARSE NONPARAMETRIC MODELS.
Vincent Q Vu, Pradeep Ravikumar, Thomas Naselaris, Kendrick N Kay, Jack L Gallant

Ann Appl Stat· June 2011

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