A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2020
- IEEE SPM
Paper
Publications
23 results for Alfred O. Hero
Tensor graphical lasso (TeraLasso)
- Kristjan Greenewald
- Shuheng Zhou
- et al.
- 2019
- JRSSB: Statistical Methodology
PaperLatent Heterogeneous Multilayer Community Detection
- Hafiz Tiomoko Ali
- Sijia Liu
- et al.
- 2019
- ICASSP 2019
Conference paperIdentifying influential links for event propagation on Twitter: A network of networks approach
- Pin-Yu Chen
- Chun-Chen Tu
- et al.
- 2019
- IEEE TSIPN
PaperFIRST-ORDER BIFURCATION DETECTION for DYNAMIC COMPLEX NETWORKS
- Sijia Liu
- Pin-Yu Chent
- et al.
- 2018
- ICASSP 2018
Conference paperGenome Architecture Mediates Transcriptional Control of Human Myogenic Reprogramming
- Sijia Liu
- Haiming Chen
- et al.
- 2018
- iScience
PaperMulti-Layer Relevance Networks
- Brandon Oselio
- Siiia Liu
- et al.
- 2018
- SPAWC 2018
Conference paperEnsemble estimation of information divergence
- Kevin R. Moon
- Kumar Sricharan
- et al.
- 2018
- Entropy
PaperPhase Transitions and a Model Order Selection Criterion for Spectral Graph Clustering
- Pin-Yu Chen
- Alfred O. Hero
- 2018
- IEEE TSP
PaperZeroth-order online alternating direction method of multipliers: Convergence analysis and applications
- Sijia Liu
- Jie Chen
- et al.
- 2018
- AISTATS 2018
Conference paper