Zoom link: https://upenn.zoom.us/j/6130182858 We present a mathematical framework to analyze the training dynamics of deep ResNets that rigorously captures practical architectures (including Transformers) trained from standard random initializations. Our […]
Zoom link: https://upenn.zoom.us/j/98220304722 Over the last two decades we have developed good understanding how to quantify the impact of strategic user behavior on outcomes in many games (including traffic routing […]
Many of the robustness properties that are required for real-world applications of AI would be realized by a model that has understood the world. But it is unclear how to […]
Zoom link: https://upenn.zoom.us/j/98220304722
Abstract TBD Zoom: https://upenn.zoom.us/j/95189835192 Passcode: 797599
