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
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L.1.1: Achievability Bounds for Community Detection and Matrix Completion with Two-Sided Graph Side-Information
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| 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 |
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L.1.2: Provable Efficient Skeleton Learning of Encodable Discrete Bayes Nets in Poly-Time and Sample Complexity
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| Adarsh Barik; Purdue University |
| Jean Honorio; Purdue University |
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L.1.3: Optimal Learning of Joint Alignments with a Faulty Oracle
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| Kasper Green Larsen; Aarhus university |
| Michael Mitzenmacher; Harvard university |
| Charalampos Tsourakakis; Boston University |
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L.1.4: An Efficient Neural Network Architecture for Rate Maximization in Energy Harvesting Downlink Channels
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| 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 |
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L.1.5: Online Memorization of Random Firing Sequences by a Recurrent Neural Network
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| Click here to download the manuscript |
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| Patrick Murer; ETH Zurich |
| Hans-Andrea Loeliger; ETH Zurich |
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