Scholar
Mladen Kolar
Google Scholar ID: 9LcxwsMAAAAJ
University of Southern California
Machine learning
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Citations
2,173
H-index
26
i10-index
64
Publications
20
Co-authors
85
list available
Publications
10 items
Joint-Sparse Transfer Learning for High-Dimensional Multi-Output Regression
2026
Cited
0
Privacy from Symmetry: Orthogonally Equivariant Transformers for LLM Inference
2026
Cited
0
Gradient Clipping Beyond Vector Norms: A Spectral Approach for Matrix-Valued Parameters
2026
Cited
0
Muon with Nesterov Momentum: Heavy-Tailed Noise and (Randomized) Inexact Polar Decomposition
2026
Cited
0
SMART: A Spectral Transfer Approach to Multi-Task Learning
2026
Cited
0
Simultaneous Inference for Covariance and Precision Matrices of Long-Range Dependent Time Series
2026
Cited
0
Provable Accelerated Bayesian Optimization with Knowledge Transfer
2025
Cited
0
High-Dimensional Markov-switching Ordinary Differential Processes
2024
Cited
0
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Co-authors
17 total
Eric Xing
President at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon U
Han Liu
Orrington Lunt Professor of Computer Science, Statistics and Data Science, Northwestern University
Sen Na
Assistant Professor in Industrial and Systems Engineering, Georgia Tech
Boxin Zhao
University of Chicago
Jialei Wang
University of Chicago
Le Song
CTO, GenBio AI; Professor, MBZUAI
Zhuoran Yang
Yale University
Varun Gupta
Professor, University of Utah
