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21 Results

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Workshop
antGLasso: An Efficient Tensor Graphical Lasso Algorithm
Bailey Andrew · David Westhead · Luisa Cutillo
Workshop
PropertyDAG: Multi-objective Bayesian optimization of partially ordered, mixed-variable properties for biological sequence design
Ji Won Park · Samuel Stanton · Saeed Saremi · Andrew Watkins · Stephen Ra · Vladimir Gligorijevic · Kyunghyun Cho · Richard Bonneau
Poster
Thu 14:00 Reconstruction on Trees and Low-Degree Polynomials
Frederic Koehler · Elchanan Mossel
Poster
Estimating graphical models for count data with applications to single-cell gene network
Feiyi Xiao · Junjie Tang · Huaying Fang · Ruibin Xi
Poster
Tue 14:00 Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models
Subhabrata Majumdar · George Michailidis
Poster
Wed 9:00 Learning Bipartite Graphs: Heavy Tails and Multiple Components
José Vinícius de Miranda Cardoso · Jiaxi Ying · Daniel Palomar
Poster
Wed 9:00 Logical Credal Networks
Radu Marinescu · Haifeng Qian · Alexander Gray · Debarun Bhattacharjya · Francisco Barahona · Tian Gao · Ryan Riegel · Pravinda Sahu
Poster
Thu 14:00 DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization
Kevin Bello · Bryon Aragam · Pradeep Ravikumar
Workshop
Fri 15:48 Sample-Specific Contextualized Graphical Models Using Clinical and Molecular Data Reveal Transcriptional Network Heterogeneity Across 7000 Tumors
Caleb Ellington · Ben Lengerich · Thomas Watkins · Jiekun Yang · Manolis Kellis · Eric Xing