Kolar ML Lab
Kolar ML Lab
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Joint Nonparametric Precision Matrix Estimation with Confounding
Sinong Geng
,
Mladen Kolar
,
Oluwasanmi Koyejo
Provable Gaussian Embedding with One Observation
Ming Yu
,
Zhuoran Yang
,
Tuo Zhao
,
Mladen Kolar
,
Zhaoran Wang
Efficient Distributed Learning with Sparsity
Jialei Wang
,
Mladen Kolar
,
Nathan Srebro
,
Tong Zhang
Sketching Meets Random Projection in the Dual: A Provable Recovery Algorithm for Big and High-dimensional Data
Jialei Wang
,
Jason Lee
,
Mehrdad Mahdavi
,
Mladen Kolar
,
Nati Srebro
An Influence-Receptivity Model for Topic based Information Cascades
Ming Yu
,
Varun Gupta
,
Mladen Kolar
The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities
Arun Sai Suggala
,
Mladen Kolar
,
Pradeep Ravikumar
Distributed Multi-Task Learning
Jialei Wang
,
Mladen Kolar
,
Nathan Srerbo
Inference for High-dimensional Exponential Family Graphical Models
Jialei Wang
,
Mladen Kolar
Statistical Inference for Pairwise Graphical Models Using Score Matching
Ming Yu
,
Varun Gupta
,
Mladen Kolar
Feature Selection in High-Dimensional Classification
Mladen Kolar
,
Han Liu
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