L.1: Application-Specific Learning |
Session Type: Lecture |
Track: Statistics and Learning Theory |
Virtual Session: View on Virtual Platform |
Session Chair: Guy Bresler, Massachusetts Institute of Technology
|
|
L.1.1: Achievability Bounds for Community Detection and Matrix Completion with Two-Sided Graph Side-Information
|
Click here to download the manuscript |
Click here to view the Virtual Presentation |
Qiaosheng Zhang; National University of Singapore |
Vincent Y. F. Tan; National University of Singapore |
Changho Suh; Korea Advanced Institute of Science and Technology |
|
L.1.2: Provable Efficient Skeleton Learning of Encodable Discrete Bayes Nets in Poly-Time and Sample Complexity
|
Click here to download the manuscript |
Click here to view the Virtual Presentation |
Adarsh Barik; Purdue University |
Jean Honorio; Purdue University |
|
L.1.3: Optimal Learning of Joint Alignments with a Faulty Oracle
|
Click here to download the manuscript |
Click here to view the Virtual Presentation |
Kasper Green Larsen; Aarhus university |
Michael Mitzenmacher; Harvard university |
Charalampos Tsourakakis; Boston University |
|
L.1.4: An Efficient Neural Network Architecture for Rate Maximization in Energy Harvesting Downlink Channels
|
Click here to download the manuscript |
Click here to view the Virtual Presentation |
Heasung Kim; Seoul National University |
Taehyun Cho; Seoul National University |
Jungwoo Lee; Seoul National University |
Wonjae Shin; Pusan National University |
Harold Vincent Poor; Princeton University |
|
L.1.5: Online Memorization of Random Firing Sequences by a Recurrent Neural Network
|
Click here to download the manuscript |
Click here to view the Virtual Presentation |
Patrick Murer; ETH Zurich |
Hans-Andrea Loeliger; ETH Zurich |
|