Mladen Kolar
18 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0001-7353-3404
Publications
- Trans-Glasso: A Transfer Learning Approach to Precision Matrix Estimation — Journal of the American Statistical Association 2026
- Confidence Sets for Causal Orderings — Journal of the American Statistical Association 2026
- Statistical Inference for Networks of High-Dimensional Point Processes — Journal of the American Statistical Association 2025
- Adaptive Client Sampling in Federated Learning via Online Learning with Bandit Feedback — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
- Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
- Latent Multimodal Functional Graphical Model Estimation — Journal of the American Statistical Association 2024
- FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
- A Nonconvex Framework for Structured Dynamic Covariance Recovery — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
- Estimating differential latent variable graphical models with applications to brain connectivity — Biometrika 2021
- Two-sample inference for high-dimensional Markov networks — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2021
- Estimation of a Low-rank Topic-Based Model for Information Cascades — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
- Kernel Meets Sieve: Post-Regularization Confidence Bands for Sparse Additive Model — Journal of the American Statistical Association 2020
- Simultaneous Inference for Pairwise Graphical Models with Generalized Score Matching — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
- High-dimensional Varying Index Coefficient Models via Stein's Identity — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
- Post-Regularization Inference for Time-Varying Nonparanormal Graphical Models — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
- Graph Estimation From Multi-Attribute Data — Journal of Machine Learning Research 2014 (name-matched, not ORCID-linked)
- Union Support Recovery in Multi-task Learning — Journal of Machine Learning Research 2011 (name-matched, not ORCID-linked)
- Estimating time-varying networks — The Annals of Applied Statistics 2010 (name-matched, not ORCID-linked)