Hanbaek Lyu
- On the Complexity of First-Order Methods in Stochastic Bilevel Optimization
2024/02/11 by Jeongyeol Kwon, Kwon, Jeongyeol, Dohyun Kwon +3 · 8 citations
Computer Science · Decision Sciences · Economics, Econometrics and Finance · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Risk and Portfolio Optimization #Stochastic processes and financial applications
- Stochastic regularized majorization-minimization with weakly convex and multi-convex surrogates
2022/01/05 by Hanbaek Lyu, Lyu, Hanbaek · 1 citation
Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications
- Persistence of sums of correlated increments and clustering in cellular\n automata
2017/06/25 by Hanbaek Lyu, Lyu, Hanbaek, David Sivakoff +1 · 1 citation
Computer Science · Mathematics · #Cellular Automata and Applications #Cellular Automata and Lattice Gases (nlin.CG) #FOS: Mathematics #FOS: Physical sciences #Mathematical Dynamics and Fractals #Probability (math.PR) #Stochastic processes and statistical mechanics
- Interpretable Online Network Dictionary Learning for Inferring Long-Range Chromatin Interactions
2023/12/16 by Vishal Singh Rana, Rana, Vishal, Jianhao Peng +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #FOS: Biological sciences #Gene expression and cancer classification #Genomics (q-bio.GN) #Genomics and Chromatin Dynamics #Quantitative Methods (q-bio.QM)