Statistical Inference in Complex Network Data |
| Session Type: Lecture |
| Time: Tuesday, June 4, 16:20 - 18:00 |
| Location: Lecture Room 2 |
| Session Chairs: Yuguo Chen, University of Illinois, Urbana-Champaign and Subhadeep Paul, Ohio State University |
| Paper #1: MEAN FIELD FOR THE STOCHASTIC BLOCKMODEL: OPTIMIZATION LANDSCAPE AND CONVERGENCE ISSUES |
| Soumendu Sundar Mukherjee; University of Texas at Austin |
| Purnamrita Sarkar; University of Texas at Austin |
| Y. X. Rachel Wang; University of Texas at Austin |
| Bowei Yan; University of Texas at Austin |
| Paper #2: HIGHER-ORDER SPECTRAL CLUSTERING AND THE SUPERIMPOSED STOCHASTIC BLOCK MODEL |
| Subhadeep Paul; Ohio State University |
| Olgica Milenkovic; University of Illinois, Urbana-Champaign |
| Yuguo Chen; University of Illinois, Urbana-Champaign |
| Paper #3: ADDITIVE AND MULTIPLICATIVE EFFECTS NETWORK MODELS |
| Peter Hoff; Duke University |
| Paper #4: GLOBAL SPECTRAL CLUSTERING FOR DYNAMIC NETWORKS |
| Fuchen Liu; Carnegie Mellon University |
| David Choi; Carnegie Mellon University |
| Kathryn Roeder; Carnegie Mellon University |
| Paper #5: NETWORK CROSS-VALIDATION BY EDGE SAMPLING |
| Tianxi Li; University of Michigan |
| Elizaveta Levina; University of Michigan |
| Ji Zhu; University of Michigan |