2020 IEEE International Symposium
on Information Theory
21-26 June 2020 • Los Angeles, California, USA
L.9: Learning Methods and Networks | |
| Session Type: Lecture | |
| Track: Statistics and Learning Theory | |
| Virtual Session: View on Virtual Platform | |
| Session Chair: Venugopal Veeravalli, University of Illinois at Urbana-Champaign | |
| L.9.1: CodNN – Robust Neural Networks From Coded Classification | |
| Click here to download the manuscript | |
| Click here to view the Virtual Presentation | |
| Netanel Raviv; Washington University in Saint Louis | |
| Siddharth Jain; California Institute of Technology | |
| Pulakesh Upadhyaya; Texas A&M University | |
| Jehoshua Bruck; California Institute of Technology | |
| Anxiao Jiang; Texas A&M University | |
| L.9.2: Functional Error Correction for Reliable Neural Networks | |
| Click here to download the manuscript | |
| Click here to view the Virtual Presentation | |
| Kunping Huang; Texas A&M University | |
| Paul H. Siegel; University of California, San Diego | |
| Anxiao Jiang; Texas A&M University | |
| L.9.3: On the alpha-loss Landscape in the Logistic Model | |
| Click here to download the manuscript | |
| Click here to view the Virtual Presentation | |
| Tyler Sypherd; Arizona State University | |
| Mario Diaz; Universidad Nacional Autónoma de México | |
| Lalitha Sankar; Arizona State University | |
| Gautam Dasarathy; Arizona State University | |
| L.9.4: Max-affine Regression with Universal Parameter Estimation for Small-ball Designs | |
| Click here to download the manuscript | |
| Click here to view the Virtual Presentation | |
| Avishek Ghosh; University of California, Berkeley | |
| Ashwin Pananjady; University of California, Berkeley | |
| Kannan Ramchandran; University of California, Berkeley | |
| Aditya Guntuboyina; University of California, Berkeley | |
| L.9.5: Model Projection: Theory and Applications to Fair Machine Learning | |
| Click here to download the manuscript | |
| Click here to view the Virtual Presentation | |
| Wael Alghamdi; Harvard University | |
| Shahab Asoodeh; Harvard University | |
| Hao Wang; Harvard University | |
| Flavio P. Calmon; Harvard University | |
| Dennis Wei; IBM Research | |
| Karthikeyan Natesan Ramamurthy; IBM Research | |
Plan Ahead
2021 IEEE International Symposium on Information Theory
11-16 July 2021 | Melbourne, Victoria, Australia
