Kolar ML Lab
Kolar ML Lab
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Fully Stochastic Trust-Region Sequential Quadratic Programming for Equality-Constrained Optimization Problems
Yuchen Fang
,
Sen Na
,
Michael W. Mahoney
,
Mladen Kolar
Latent Multimodal Functional Graphical Model Estimation
Katherine Tsai
,
Boxin Zhao
,
Oluwasanmi Koyejo
,
Mladen Kolar
On the Lasso for Graphical Continuous Lyapunov Models
Philipp Dettling
,
Mathias Drton
,
Mladen Kolar
Personalized Federated Learning with Multiple Known Clusters
Boxiang Lyu
,
Filip Hanzely
,
Mladen Kolar
L-SVRG and L-Katyusha with Adaptive Sampling
Boxin Zhao
,
Boxiang Lyu
,
Mladen Kolar
Adaptive Client Sampling in Federated Learning via Online Learning with Bandit Feedback
Boxin Zhao
,
Ziqi Liu
,
Chaochao Chen
,
Mladen Kolar
,
Zhiqiang Zhang
,
Jun Zhou
Inequality Constrained Stochastic Nonlinear Optimization via Active-Set Sequential Quadratic Programming
Sen Na
,
Mihai Anitescu
,
Mladen Kolar
A Fast Temporal Decomposition Procedure for Long-horizon Nonlinear Dynamic Programming
Sen Na
,
Mihai Anitescu
,
Mladen Kolar
High-dimensional Functional Graphical Model Structure Learning via Neighborhood Selection Approach
Boxin Zhao
,
Percy Zhai
,
Y. Samuel Wang
,
Mladen Kolar
Personalized Federated Learning: A Unified Framework and Universal Optimization Techniques
Filip Hanzely
,
Boxin Zhao
,
Mladen Kolar
»
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