Mladen Kolar
Scholar

Mladen Kolar

Google Scholar ID: 9LcxwsMAAAAJ
University of Southern California
Machine learningStatistics
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Citations & Impact
All-time
Citations
2,173
 
H-index
26
 
i10-index
64
 
Publications
20
 
Co-authors
85
list available
Contact
No contact links provided.
Publications
8 items
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
Adaptive Batch Size Schedules for Distributed Training of Language Models with Data and Model Parallelism
2024
Cited
0
High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
85 total
Eric Xing
Eric Xing
President at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon U
Han Liu
Han Liu
Orrington Lunt Professor of Computer Science, Statistics and Data Science, Northwestern University
Sen Na
Sen Na
Assistant Professor in Industrial and Systems Engineering, Georgia Tech
Boxin Zhao
Boxin Zhao
University of Chicago
Co-author 5
Co-author 5
Jialei Wang
Jialei Wang
University of Chicago
Le Song
Le Song
CTO, GenBio AI; Professor, MBZUAI
Zhuoran Yang
Zhuoran Yang
Yale University